This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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محتوای ارائه شده توسط Jon Krohn. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jon Krohn یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
مشابه Super Data Science: ML & AI Podcast with Jon Krohn
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
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A podcast about web design and development.
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Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.
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On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
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Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Welcome to the Security Weekly Podcast Network, your all-in-one source for the latest in cybersecurity! This feed features a diverse lineup of shows, including Application Security Weekly, Business Security Weekly, Paul's Security Weekly, Enterprise Security Weekly, and Security Weekly News. Whether you're a cybersecurity professional, business leader, or tech enthusiast, we cover all angles of the cybersecurity landscape. Tune in for in-depth panel discussions, expert guest interviews, and ...
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Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
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Show notes are at https://stevelitchfield.com/sshow/chat.html
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Why do so many of us get nervous when public speaking? Communication expert Lawrence Bernstein says the key to dealing with the pressure is as simple as having a casual chat. He introduces the "coffee shop test" as a way to help you overcome nerves, connect with your audience and deliver a message that truly resonates. After the talk, Modupe explains a similar approach in academia called the "Grandma test," and how public speaking can be as simple as a conversation with grandma. Want to help shape TED’s shows going forward? Fill out our survey ! Become a TED Member today at ted.com/join Hosted on Acast. See acast.com/privacy for more information.…
863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter
Manage episode 467254505 series 2532807
محتوای ارائه شده توسط Jon Krohn. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jon Krohn یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
Jon Krohn talks tabular data with Frank Hutter, Professor of Artificial Intelligence at Universität Freiburg in Germany. Despite the great steps that deep learning has made in analysing images, audio, and natural language, tabular data has remained its insurmountable obstacle. In this episode, Frank Hutter details the path he has found around this obstacle even with limited data by using a ground-breaking transformer architecture. Named TabPFN, this approach is vastly outperforming other architectures, as testified by a write up of TabPFN’s capabilities in Nature. Frank talks about his work on version 2 of TabPFN, the architecture’s cross-industry applicability, and how TabPFN is able to return accurate results with synthetic data.
This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (05:57) All about the TabPFN architecture
- (21:27) Use cases for Bayesian inference
- (35:07) On getting published in Nature
- (44:03) How TabPFN handles time series data
- (51:52) All about Prior Labs
Additional materials: www.superdatascience.com/863
972 قسمت
اشتراک گذاریManage episode 467254505 series 2532807
محتوای ارائه شده توسط Jon Krohn. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jon Krohn یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
Jon Krohn talks tabular data with Frank Hutter, Professor of Artificial Intelligence at Universität Freiburg in Germany. Despite the great steps that deep learning has made in analysing images, audio, and natural language, tabular data has remained its insurmountable obstacle. In this episode, Frank Hutter details the path he has found around this obstacle even with limited data by using a ground-breaking transformer architecture. Named TabPFN, this approach is vastly outperforming other architectures, as testified by a write up of TabPFN’s capabilities in Nature. Frank talks about his work on version 2 of TabPFN, the architecture’s cross-industry applicability, and how TabPFN is able to return accurate results with synthetic data.
This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (05:57) All about the TabPFN architecture
- (21:27) Use cases for Bayesian inference
- (35:07) On getting published in Nature
- (44:03) How TabPFN handles time series data
- (51:52) All about Prior Labs
Additional materials: www.superdatascience.com/863
972 قسمت
همه قسمت ها
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In this episode of “In Case You Missed It”, Jon Krohn takes clips from interviews with guests in May 2025. From AI agent integration and RAG-based chatbots to education through virtual reality headsets and data harmonization, this episode explores how industry leaders are developing the tools and technologies that can improve operations, education, healthcare, and marketing. Highlight clips are with John Roese, Global Chief Technology Officer and Chief AI Officer at Dell Technologies (Episode 887), Senior Developer Relations Engineer at Posit, PBC Jeroen Janssens and Lead Data Scientist at Xomnia Thijs Nieuwdorp (Episode 885), Founder of CEEK Mary Spio (Episode 889), and Martin Brunthaler, Co-founder and Chief Technology Officer at Adverity (Episode 891). Additional materials: www.superdatascience.com/894 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 893: How to Jumpstart Your Data Career (by Applying Like a Scientist), with Avery Smith 1:17:51
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پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAvery Smith is a passionate and motivational YouTuber and careers educator for data science. In this episode, Jon Krohn asks Avery about the tools and tricks he has learned from personal experience and from his students in how to get ahead in the tech industry. Avery shares the “learning ladder” he uses to help newcomers start on the right foot with great examples from former bootcamp students who have put his theories into practice. And, if you’re using LinkedIn to find jobs, Avery explains why this might be one of the reasons you’re not getting work. Additional materials: www.superdatascience.com/893 This episode is brought to you by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:02) How to take the jump into a data science career (15:19) Avery’s recommended strategy for starting a career in data science (18:10) Recommendations for people learning data science with LLMs (32:52) What should go into a data science portfolio (46:07) Why Avery prefers practice over theory in teaching data science (48:25) The bare minimum to get your first job in data science…
Businesses have entered a “trough of disillusionment” for AI. In this Five-Minute Friday, Jon Krohn learns why Fortune 500 execs are so frustrated with the tools and how they can work their way up the “slope of enlightenment” towards effective AI. Hear why AI takeup hasn’t so far gone to plan in the corporate world and what that world needs from AI to encourage greater business engagement. Additional materials: www.superdatascience.com/892 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler 1:02:08
1:02:08 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:02:08
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدMartin Brunthaler talks to Jon Krohn about founding Adverity, a data analytics platform for marketing that simplifies integrating data from multiple sources and crunching them into actionable insights. Learn how Adverity became a data analytics powerhouse serving multiple industries, and why Martin thinks AI will strengthen rather than diminish the job market for data scientists, data analysts, and machine learning engineers. Additional materials: www.superdatascience.com/891 Today’s episode is brought to you by Trainium2, the latest AI chip from AWS and by the Dell AI Factory with NVIDIA Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:52) How Martin co-founded Adverity (14:26) The features of Adverity (39:24) If data analysts, data scientists, and ML engineers should worry about Adverity making their job redundant (48:29) Martin’s predictions for the future for data analysts and data scientists (51:39) Martin’s tips for success as a CTO…
In this week’s Five-Minute Friday, Jon Krohn reveals highlights from Stanford University’s AI Index Report. Released a few weeks ago by the Institute for Human-Centered AI, this annual report details the incredible technical advances, policies, and investments in artificial intelligence. Hear which models achieve the best performance relative to their size, in what scenarios top AI systems can outperform humans (and when humans still outperform AI), and more in Jon’s five key takeaways. Additional materials: www.superdatascience.com/890 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 889: AI-Powered Virtual Reality: The Future of Education and Entertainment, with Mary Spio 1:06:59
1:06:59 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:06:59
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدFounder of CEEK’s Mary Spio talks to Jon Krohn about how the platform contributes to the emerging community of digital creators with its blockchain-powered virtual experiences. Hear how Mary got her first investors for CEEK and how it is used across industries as diverse as education, entertainment, aviation, and healthcare. Additional materials: www.superdatascience.com/889 This episode is brought to you by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:42) What CEEK is and the multiple industries it serves (38:47) How Mary developed VR headsets to reduce nausea experienced by women headset users (42:10) The growing potential for immersive experiences (44:36) How to mitigate the risks of immersive-experience misuse (51:56) Mary’s tips for career success…
Mike Pell speaks to Jon Krohn about The Microsoft Garage, a program that drives the culture of innovation at the tech multinational, and how listeners can apply their principles to foster innovation in their workplace. In this Five-Minute Friday, you’ll hear more about Microsoft’s approaches to agentic AI, the future of human-AI collaboration in the workplace, and why experimentation and curiosity are critical skills for the future of work. Additional materials: www.superdatascience.com/888 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 887: Multi-Agent Teams, Quantum Computing and the Future of Work, with Dell’s Global CTO John Roese 1:02:04
1:02:04 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:02:04
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJon Krohn speaks to John Roese about the promise of multi-agent teams for business, the benefits of agentic AI systems that can identify and complete tasks independently, and how these systems demand new authentication, authorization, security and knowledge-sharing standards. They also discuss how to use AI to refine project ideas down to a core business need, as well as the new and emerging careers in the tech industry and beyond, all thanks to AI. Additional materials: www.superdatascience.com/887 This episode is brought to you by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:54) Why ROI is the most important aspect of an AI-driven project (14:06) Why high-impact AI projects trigger a flywheel of success (23:32) The future of agentic systems (30:28) How to manage agentic systems at scale (46:36) The disruptive nature of quantum computing…
Our In Case You Missed It episode for April has clips on NVIDIA’s and Dell’s product and service offers including an overview of NVIDIA’s GPUs, AI Enterprise, and its microservices. You’ll also hear about AWS’ focus on bringing choice to customers and the incredible power of its Graviton CPU, how Zerve opens access to AI deployment, Merck KGaA, Darmstadt, Germany’s multi-chip integration, and why reliance on the cloud might soon become a practice of times past. Additional materials: www.superdatascience.com/886 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 885: Python Polars: The Definitive Guide, with Jeroen Janssens and Thijs Nieuwdorp 1:15:22
1:15:22 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:15:22
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJeroen Janssens and Thijs Nieuwdorp are data frame library Polars’ greatest advocates in this episode with Jon Krohn, where they discuss their book, Python Polars: The Definitive Guide , best practice for using Polars, why Pandas users are switching to Polars for data frame operations in Python, and how the library reduces memory usage and compute time up to 10x more than Pandas. Listen to the episode to be a part of an O’Reilly giveaway! Additional materials: www.superdatascience.com/885 This episode is brought to you by Trainium2, the latest AI chip from AWS , by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:44) Why Jeroen and Thijs wrote Python Polars: The Definitive Guide (21:54) Best practices in Polars (25:55) Why Polars has so many users (34:32) The benefits of the Great Tables package (51:06) Jeroen and Thijs’ partnership with NVIDIA and Dell for Python Polars: The Definitive Guide…
Model Context Protocol (MCP) is Anthropic’s hottest tool, with over 1,000 community-built MCP servers in operation by February alone. In this Five-Minute Friday, Jon Krohn explains what took so long for users to catch on: Anthropic released MCP in November 2024. Hear more about the buzz behind MCP, its applications, and how easy it is to get started. Additional materials: www.superdatascience.com/884 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler 1:04:03
1:04:03 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:04:03
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدReturning after the “Super Bowl of AI”, NVIDIA GTC, Sama Bali and Logan Lawler talk to Jon Krohn about their respective work at tech giants NVIDIA and Dell. Sama and Logan discuss the next-gen Blackwell GPUs to their collaboration with Dell in launching Pro-Max PCs specially designed to take on heavy computational workloads as well as the incredible performance of GB 10 and GB 300 workstations, and the widening accessibility of AI developer tools and models. Additional materials: www.superdatascience.com/883 This episode is brought to you by ODSC, the Open Data Science Conference , by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:29) About Dell’s Pro Max PCs (14:01) Why having a Blackwell GPU from Nvidia is a great option for those new to training and deploying AI models (36:47) When it makes sense for a data scientist to switch from a Unix to a Windows based system (46:33) Logan’s and Sama’s predictions for AI…
This week’s five-minute Friday heads to the Netherlands to find out more about Dutch company ASML, the brains behind the lithography machines that build AI chips. Jon Krohn walks through how ASML came to dominate the market, where they’re headed next, and how ASML’s complex machines shape AI chips as well as the very future of AI. Additional materials: www.superdatascience.com/882 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
1 881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06
1:17:06 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:17:06
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدEmily Webber speaks to Jon Krohn about her work at Amazon Web Services, from its Annapurna Labs-developed Nitro System, a foundational technology that can enhance securities and performance in the cloud and how Trainium2 became AWS’ most powerful AI chip with four times the compute of Trainium. Hear the specs of AWS’s chips and when to use them. Additional materials: www.superdatascience.com/881 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (08:36) Emily’s work on AWS’ SageMaker and Trainium (23:54) How AWS Neuron lets builders tailor their approach to using frameworks (29:07) Why using an accelerator is better than using a GPU (35:29) The key differences between AWS Trainium and AWS Trainium2 (52:45) How to select between AWS Trainium and AWS Trainium2…
First developed in China, Manus AI and DeepSeek have made great waves on an international scale. Sought-after for their cost-effectiveness compared to US-made tech, Manus AI and DeepSeek are quickly becoming dominant technologies inside the country. In this five-minute Friday, Jon Krohn asks: Do these technologies warrant the huge amount of resources spent on them by multiple industries in China, and what makes hype become a mainstay? Additional materials: www.superdatascience.com/880 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson 1:07:14
1:07:14 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:07:14
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدGreg Michaelson speaks to Jon Krohn about the latest developments at Zerve, an operating system for developing and delivering data and AI products, including a revolutionary feature allowing users to run multiple parts of a program’s code at once and without extra costs. You’ll also hear why LLMs might spell trouble for SaaS companies, Greg’s ‘good-cop, bad-cop’ routine that improves LLM responses, and how RAG (retrieval-augmented generation) can be deployed to create even more powerful AI applications. Additional materials: www.superdatascience.com/879 This episode is brought to you by Trainium2, the latest AI chip from AWS and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:00) Zerve’s latest features (35:26) How Zerve’s built-in API builder and GPU manager lowers barriers to entry (40:54) How to get started with Zerve (41:49) Will LLMs make SaaS companies redundant? (52:29) How to create fairer and more transparent AI systems (56:07) The future of software developer workflows…
AI stacks, AGI, training neural networks, and AI authenticity: Jon Krohn rounds up his interviews from March with this episode of “In Case You Missed It”. In his favorite clips from the month, he speaks to Andriy Burkov (Episode 867), Natalie Monbiot (Episode 873), Richmond Alake (Episode 871) and Varun Godbole (Episode 869). Additional materials: www.superdatascience.com/878 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta 1:09:32
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پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدNPUs, AIPC, and Dell’s growing suite of AI products: Shirish Gupta speaks to Jon Krohn about neural processing units and what makes them a go-to tool for AI inference workloads, reasons to move your workloads from the cloud and to your local devices, what the mnemonic AIPC stands for and why it will soon be on everyone’s lips, and he offers a special intro to Dell’s new Pro-AI Studio Toolkit. Hear about several real-world AIPC applications run by Dell’s clients, from detecting manufacturing defects to improving efficiencies for first responders, massively supporting actual life-or-death situations. Additional materials: www.superdatascience.com/877 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:28) What neural processing units (NPUs) are (23:53) About Dell Pro AI Studio (35:03) Use cases for Dell Pro AI Studio (45:16) How AI development workflows and applications will change (49:01) About Dell’s AI factory ecosystem…
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Super Data Science: ML & AI Podcast with Jon Krohn
Small, simple, accessible: Hugging Face makes a huge contribution to the agentic AI wave with its smolagents. Jon Krohn explores how this small-but-mighty new Python library can act as the best personal assistant you never had. Hear about its features and use cases in this five-minute Friday. Additional materials: www.superdatascience.com/876 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann 1:10:29
1:10:29 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:10:29
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدWhy are semiconductors so essential in this digital age, and how are they made? Jon Krohn speaks to electronics CEO Kai Beckmann about Merck KGaA, Darmstadt, Germany’s intricate manufacturing process, how we can use AI to develop materials that power next-gen AI technologies, and how a chip with the processing power of the human brain might one day be able to run on the power of a low-watt light bulb. Additional materials: www.superdatascience.com/875 This episode is brought to you by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (06:26) How Merck KGaA, Darmstadt, Germany supports groundbreaking developments in AI (13:42) Material science’s biggest challenges for AI (29:55) What heterogeneous integration is (34:37) How optical tech influences the electronics industry (49:04) Navigating upturns and downturns in the semiconductor industry (53:08) How AI regulations benefit humanity…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this Five-Minute Friday, Jon Krohn talks baseball. For decades, coaches have relied on player performance stats to make in-game decisions and refine their season strategies. Now, AI led by Statcast is taking baseball strategy even further, massively broadening analytics data to include pitch, swing and catch trajectories, spin rates, biomechanical information, player matchups, and how to enhance player performances. Listen to the episode to find out what other industries can learn from the “data-friendly” sport of baseball. Additional materials: www.superdatascience.com/874 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 873: Become Your Best Self Through AI Augmentation — feat. Natalie Monbiot 1:12:32
1:12:32 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:12:32
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدNatalie Monbiot is an independent advisor and collaborator for projects that concern the “virtual human”, and she is “going all in on the virtual human economy”. Jon Krohn speaks to Natalie about these new ventures, how to mitigate the divide between AI users and nonusers, and how anyone can collaborate with AI without compromising their own creativity. Additional materials: www.superdatascience.com/873 This episode is brought to you by the Dell AI Factory with NVIDIA , by Trainium2, the latest AI chip from AWS and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:21) Natalie’s influences for her work (18:30) Will machines surpass human intelligence? (29:08) Using LLMs as collaborators and partners (40:15) How platforms demand user engagement and time (56:54) Natalie Monbiot at Wizly…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this five-minute Friday, Jon Krohn looks into Microsoft’s recent release of Majorana 1, a new quantum processing unit that uses topological qubits, a step away from the fragile qubits currently in use. Get Jon’s thoughts about this “transistor for the quantum age”, potential applications for quantum computing, and why this marks an exciting future for data science and machine learning practitioners. Additional materials: www.superdatascience.com/8 72 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 871: NoSQL Is Ideal for AI Applications, with MongoDB’s Richmond Alake 1:13:11
1:13:11 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:13:11
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAgentic AI, AI success strategies, and why flexibility will be so important to keep up with the AI market: Jon Krohn talks to Richmond Alake about the NoSQL database MongoDB, including why it’s a great addition to your toolkit for developing (agentic) AI applications, with a look under the hood at its native vector database. Richmond also talks about why he expects multi-agent AI architectures to go mainstream in 2025. Additional materials: www.superdatascience.com/871 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:10) How Richmond became a Staff Developer Advocate (07:40) How NoSQL database differs from a relational database (16:50) The advantages of working with the cloud-based MongoDB Atlas (32:26) Richmond’s predictions for agentic AI (40:38) How to create an effective AI strategy…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this Five-Minute Friday, Jon Krohn looks into what he considers the world’s most powerful research tool to date, OpenAI’s Deep Research. Find out how OpenAI trained Deep Research to compile literature reviews of limitless topics, what similar tools are on the market, and where Jon sees the tool as having real-world value including how he uses it daily. Additional materials: www.superdatascience.com/870 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 869: AI Should Make Humans Wiser (But It Isn’t), with Varun Godbole 1:19:42
1:19:42 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:19:42
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJon Krohn talks to Varun Godbole about AI prompt engineering, generative wisdom, and AI generalists in this episode all about the interrelationships between humans and AI. Additional materials: www.superdatascience.com/869 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (10:44) Using deep learning to predict breast cancer (15:55) All about Varun’s Tuning Playbook (29:56) On the explosion of interest and news about AI and data science (46:35) About Varun’s Wise AI…
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Super Data Science: ML & AI Podcast with Jon Krohn
How to start a successful tech company, and how you can get started with DBT, TabPFN and BAML: Jon Krohn rounds up his favorite moments from February in this episode of “In Case You Missed It”. Additional materials: www.superdatascience.com/868 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 867: LLMs and Agents Are Overhyped, with Dr. Andriy Burkov 1:33:12
1:33:12 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:33:12
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدThe realities of Agentic AI, AGI, and chatbots that don’t hallucinate: Andriy Burkov talks to Jon Krohn about AI in 2025. Best known for his concise machine learning modelling books, author and AI influencer Andriy Burkov also talks about his latest publication in the series, The Hundred-Page Language Learning Models Book. Additional materials: www.superdatascience.com/867 This episode is brought to you by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:38) Andriy’s “triology” of books on machine learning (29:32) On the limitations of AI agents (41:12) On the prospect of artificial general intelligence (AGI) (54:24) On developing a chatbot that doesn’t hallucinate (01:10:07) On open-weight and open-source LLMs…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn addresses a question for the ages: How close are we, really, to Jurassic Park? Dallas-based biotech company Colossal Biosciences is developing technology that aims to return previously extinct animals like the dodo and woolly mammoth to earth and, crucially, pull many others like the white rhino back from the brink of extinction. Additional materials: www.superdatascience.com/866 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn talks to Cal Al-Dhubaib about the extraordinary success of AI and machine learning solutions provider Pandata, his ironclad hack for any company to define their core values, and how to attract and secure loyal clients. Cal thinks tech professionals make two critical mistakes in their careers: The first is that they too-often enjoy being the gatekeepers of their work rather than educating their clients and coworkers as to the details of their projects and why it benefits the company. The second is that tech professionals don’t show vulnerability, whether that means not knowing a topic or not fully understanding how a business works. This issue, Cal says, can spell the difference between a startup’s success and failure. Learn how tech startups can make an ironclad strategy for their future in this episode of The SuperDataScience Podcast. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (09:32) How to scale a successful data science consultancy (22:25) How Pandata navigates highly regulated environments (27:59) How to tackle tech illiteracy in business (36:32) What skills Cals looks for in new hires (35:56) How to sell on a tech company Additional materials: www.superdatascience.com/865…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn investigates OpenAI’s new release, o3-mini, in this five-minute Friday, where he walks through the reasoning model’s capabilities and performance, cross-examining them against other major-league players, DeepSeek-R1, GPT-4o and Claude 3.5 Sonnet. Additional materials: www.superdatascience.com/864 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter 1:06:06
1:06:06 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:06:06
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJon Krohn talks tabular data with Frank Hutter, Professor of Artificial Intelligence at Universität Freiburg in Germany. Despite the great steps that deep learning has made in analysing images, audio, and natural language, tabular data has remained its insurmountable obstacle. In this episode, Frank Hutter details the path he has found around this obstacle even with limited data by using a ground-breaking transformer architecture. Named TabPFN, this approach is vastly outperforming other architectures, as testified by a write up of TabPFN’s capabilities in Nature. Frank talks about his work on version 2 of TabPFN, the architecture’s cross-industry applicability, and how TabPFN is able to return accurate results with synthetic data. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:57) All about the TabPFN architecture (21:27) Use cases for Bayesian inference (35:07) On getting published in Nature (44:03) How TabPFN handles time series data (51:52) All about Prior Labs Additional materials: www.superdatascience.com/863…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this episode of “In Case You Missed It”, Jon Krohn shares his favorite clips from the last four weeks. He talks to Azeem Azhar, Florian Neukart, Kirill Eremenko, Hadelin de Ponteves, and Brooke Hopkins on what’s in store for AI in 2025, from quantum computing and customizable tools to handy checklists and how the mathematics of exponentials can help us keep our heads about the swift advancement of AI. Additional materials: www.superdatascience.com/862 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 861: From Pro Athlete to Data Engineer: Colleen Fotsch’s Inspiring Journey 2:00:42
2:00:42 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد2:00:42
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدHow does a CrossFit winner, bobsledder and swimmer go on to have a glittering career in data analytics and engineering? Colleen Fotsch talks to Jon Krohn about transitioning into very different career paths, how sports gave her the competitive mindset she needed for success in data science, and seeing the niche role of analytics engineering as a bridge between data engineering and analysis. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:49) Colleen’s path from athlete to data analyst (1:14:41) About the data build tool (DBT) (1:22:51) Colleen’s work at CHG Healthcare (1:32:45) How Colleen and Tia-Clair got started with PRVN GO Additional materials: www.superdatascience.com/861…
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Super Data Science: ML & AI Podcast with Jon Krohn
DeepSeek-curious? This Five-Minute Friday is for you! Jon Krohn investigates the overwhelming overnight success of this new LLM, the product of a Chinese hedge fund. DeepSeek is a market newcomer, and yet it runs shoulder to shoulder with behemoths from OpenAI, Anthropic and Google like it’s all in a day’s work. Additional materials: www.superdatascience.com/860 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this week’s guest interview, Vaibhav Gupta talks to Jon Krohn about creating a programming language, BAML, that helps companies save up to 30% on their AI costs. He explains how he started tailoring BAML to facilitate natural language generation interactions with AI models, how BAML helps companies optimize their outputs, and he also lets listeners into Boundary’s hiring process. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:53) What BAML stands for (14:33) Making a prompt engineering a serious practice (18:00) How BAML helps companies (23:30) Using retrieval-augmented generation (RAG) (43:09) How to get a job at Boundary Additional materials: www.superdatascience.com/859…
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Super Data Science: ML & AI Podcast with Jon Krohn
Are you an Account Executive with experience in the technology sector? In this Five-Minute Friday, Jon Krohn tells listeners about an exciting new role that has opened up at The SuperDataScience Podcast. Additional materials: www.superdatascience.com/858 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 857: How to Ensure AI Agents Are Accurate and Reliable, with Brooke Hopkins 1:22:43
1:22:43 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:22:43
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدBrooke Hopkins speaks to Jon Krohn about technology’s new frontiers in AI agents, how these agents will impact society, work and our creative enterprises, and what this might mean for our data-driven future. You will learn how Coval, a simulation and evaluation platform for AI voice and chat agents, helps companies balance precision and scalability while making few concessions on the way. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:49) What Coval does and how the platform works (21:16) Coval’s workflows (37:40) The future of AI agents (46:28) The metrics to evaluate performance (55:08) How close we are to achieving AI agent autonomy Additional materials: www.superdatascience.com/857…
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Super Data Science: ML & AI Podcast with Jon Krohn
Get excited: The fastest-growing jobs in the US are AI Engineer and AI Consultant. In this Five-Minute Friday, Jon Krohn looks into the reports that reveal this job growth, and the trends any data scientist and AI professional will want to watch in 2025. Additional materials: www.superdatascience.com/856 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 855: Exponential Views on AI and Humanity’s Greatest Challenges, with Azeem Azhar 1:28:12
1:28:12 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:28:12
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدHow can we use AI to solve global problems like the environmental crisis, and how will future AI start to manage increasingly complex workflows? Famed futurist Azeem Azhar talks to Jon Krohn about the future of AI as a force for good, how we can stay mindful of an evolving job market, and Azeem’s favorite tools for automating his workflows. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:43) Azeem Azhar’s vision for AI’s future (14:16) How to prepare for technological shifts (20:35) How to be more like an AI-first company (38:46) The tools Azeem Azhar uses regularly (50:09) The benefits and risks of transitioning to renewable energy (1:09:28) Opportunities in the future workplace Additional materials: www.superdatascience.com/855…
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Super Data Science: ML & AI Podcast with Jon Krohn
Join Jon Krohn as he unpacks Ray Kurzweil’s six epochs of intelligence evolution, a fascinating framework from The Singularity is Nearer. From the origins of atoms and molecules to the transformative future of brain-computer interfaces and cosmic intelligence, Jon explores how each stage builds upon the last. This quick yet profound journey reveals how humanity is shaping the Fifth Epoch—and hints at what’s next for intelligence in our universe. Additional materials: www.superdatascience.com/854 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 853: Generative AI for Business, with Kirill Eremenko and Hadelin de Ponteves 1:29:00
1:29:00 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:29:00
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدKirill Eremenko and Hadelin de Ponteves AI educators, whose courses have been taken by over 3 Million students, sit down with Jon Krohn to talk about how foundation models are transforming businesses. From real-world examples to clever customization techniques and powerful AWS tools, they cover it all. bravotech.ai - Partner with Kirill & Hadelin for GenAI implementation and training in your business. Mention the “SDS Podcast” in your inquiry to start with 3 complimentary hours of consulting. This episode is brought to you by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:00) What are foundation models? (15:45) Overview of the foundation model lifecycle: 8 main steps. (29:11) Criteria for selecting the right foundation model for business use. (41:35) Exploring methods to customize foundation models. (53:04) Techniques to modify foundation models during deployment or inference. (01:11:00) Introduction to AWS generative AI tools like Amazon Q, Bedrock, and SageMaker. Additional materials: www.superdatascience.com/853…
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Super Data Science: ML & AI Podcast with Jon Krohn
AI security, LLM engineering, how to choose the best LLM, and tech agnosticism: In our first “In Case You Missed It” of 2025, Jon Krohn starts the year with a round-up of our favorite recent interview moments. He selects from interviews with Andrew Ng, Ed Donner, Eiman Ebrahimi, Sadie St Lawrence, and Greg Epstein, covering the latest in AI development, touching on agentic workflows, promising new roles in AI, and what blew our minds last year. Additional materials: www.superdatascience.com/852 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 851: Quantum ML: Real-World Applications Today, with Dr. Florian Neukart 1:11:51
1:11:51 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:11:51
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAre our passwords safe, even with the increasing accessibility of quantum computing? Florian Neukart, Chief Product Officer at Terra Quantum AG, thinks so. In this episode, he outlines the three key elements of quantum-safe security. He speaks to Jon Krohn about the resourceful applications of quantum computing and workarounds for the demands of quantum computing on operational times and cooling systems. And if you’re interested in making the switch to quantum computing from machine learning, he also explores what you need (and don’t need) to make change happen. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (17:12) The real-world applications of quantum computing (23:35) The chips needed for quantum computing (31:18) How quantum computing meets key business challenges (46:33) The ethical challenges of quantum technology (49:28) How to become proficient in quantum computing (1:01:21) The future of quantum computing Additional materials: www.superdatascience.com/851…
A new year often draws our focus towards fresh approaches to the way we work and structure our day. For Jon Krohn, the continuous calendar gives him a realistic and uninterrupted overview of his time. Plus, it’s customizable and free! In this episode, Jon also shares his plans and priorities for the New Year, and he recommends how you can assess and achieve your goals for the year; critical advice for anyone who wants to create manageable and sustainable milestones in 2025. Additional materials: www.superdatascience.com/850 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 849: 2025 AI and Data Science Predictions, with Sadie St. Lawrence 1:18:29
1:18:29 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:18:29
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدSadie St Lawrence returns for her 4th annual prediction episode on the Super Data Science Podcast. Together with host Jon Krohn, they reflect on 2024’s most transformative trends—like agentic AI and enterprise AI monetization—and predict what's coming in 2025, from AI-driven science to the skills data scientists need to stay ahead. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:30) 2024 AI trend recap (19:23) Comeback of the year: Google (27:29) Wow moment of the year (40:20) Looking ahead to 2025 Additional materials: www.superdatascience.com/849…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this Five-Minute Friday episode, Jon Krohn reflects on 2024’s monumental year in AI, highlighting the rapid rise of generative AI and its impact across industries. From functional coding breakthroughs to independently acting AI agents, we explore the transformative power of these advancements and the promise they hold for 2025. Jon shares optimism for the future of AI and humanity's ability to harness it for the greater good. Additional materials: www.superdatascience.com/848 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 847: AI Engineering 101, with Ed Donner 1:12:14
1:12:14 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:12:14
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدEd Donner co-founded AI-driven recruitment platform, Nebula.io, with The SuperDataScience Podcast’s host, Jon Krohn. Ed and Jon reminisce about how they launched their company, the growing opportunities for data scientists, how to choose an LLM, and today’s top technical terms in AI. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (11:15) What an AI engineer does (19:23) Defining today’s key terms in AI: RAG, fine tuning, agentic. (27:09) How to select an LLM (49:41) Pitting LLMs against each other in a game (53:14) What to do once you’ve selected an AI model Additional materials: www.superdatascience.com/847…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this Five-Minute Friday, Jon Krohn speaks to Anu Jain, CEO of Nexus Cognitive, and Mahesh Kumar, CMO of Acceldata. They talk about the importance of updating data, especially for predictive models that make key financial decisions for a company, as well as the current state of data governance and why it’s overdue its own update. Additional materials: www.superdatascience.com/846 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 845: Tech is Our New Religion And It Needs Reformation, with Greg Epstein 1:36:56
1:36:56 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:36:56
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDiscover how technology has become the modern belief system shaping our world. Greg Epstein, author of Tech Agnostic: How Technology Became the World's Most Powerful Religion, and Why It Desperately Needs a Reformation , draws striking parallels between tech culture and traditional faiths. From AI's "singularity" echoing prophetic narratives to Silicon Valley’s promises of salvation through innovation, Greg uncovers the profound influence of technology on our lives. He challenges us to rethink blind faith in progress, focus on genuine human connection, and navigate a future where ethics and empathy guide innovation. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (08:30) How can someone cultivate connection without religion? (15:49) Social media as a new form of community (17:00) Tech's transformation into a religion (56:08) How to set boundaries with tech (01:01:32) The singularity as a religious narrative (01:19:53) Transhumanism and effective altruism as tech cults (01:15:00) Defining tech agnosticism (01:26:55) Prioritizing human connection in a tech-driven world Additional materials: www.superdatascience.com/845…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this episode of “In Case You Missed It”, in which we round up our favorite moments from the previous month of interviews, Jon Krohn asks his guests about the future of recruitment and job applications, the multiple pathways to a career in AI, the potential of AI in developing proteins for improved healthcare, and how “AI celebrity” doesn’t necessarily equate to “AI expert”. Additional materials: www.superdatascience.com/844 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi 1:27:50
1:27:50 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:27:50
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدWhat’s holding your AI projects back from success? Dr. Eiman Ebrahimi, CEO of Protopia AI and former NVIDIA scientist, takes us on a fascinating journey through the challenges of AI data security and enterprise scalability. Learn how to escape "proof of concept purgatory," unlock profitable AI solutions, and tackle the trade-offs between cost, speed, and security. Plus, discover how the philosophy of Alan Watts can inspire innovation and drive meaningful change in the world of AI. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (02:53) Protopia’s role in AI data security and privacy (11:45) The functionality behind Stained Glass Transform (22:20) Eiman’s journey from NVIDIA to founding Protopia (25:37) Challenges enterprises face with ROI on AI projects (36:40) Multi-tenancy in AI systems (55:37) Stained Glass Transform’s privacy-preserving capabilities (01:09:31) Emerging trends in AI (01:14:55) Alan Watts’ philosophies and their link to entrepreneurship Additional materials: www.superdatascience.com/843…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this Five-Minute Friday, Jon interviews Chris Bennett and Joseph Balsamo on the importance of flexibility in the way we deploy AI models, Dell’s brand positioning in the AI space, and whether GenAI’s business applications stand up to the hype. Additional materials: www.superdatascience.com/842 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this special episode recorded live at ScaleUp:AI in New York, Jon Krohn speaks to Andrew Ng in response to his conference talk on smart agentic AI workflows. Jon follows up with Andrew about smart agentic workflows and when to use them, how businesses should direct their efforts in investing in AI, and the new ways that AI tools can process visual and unstructured data. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (06:13) How to weigh up cost and effectiveness in new AI workflows (12:08) The crucial elements for building effective vision AI applications (15:34) How large vision models might transform global industries (18:40) How to mitigate risk in people not verifying accuracy in answers generated by agents Additional materials: www.superdatascience.com/841…
What do AI, robotics, and premium wine grapes have in common? Everything, as it turns out. In this episode, we explore viticultural robotics a revolutionary project combining machine learning, spectroscopic sensors, and VR-controlled robotics to tackle one of agriculture’s trickiest challenges: harvesting delicate wine grapes worth over $6,000 per tonne. From vineyards in the UK to cutting-edge labs, discover how these innovations could transform not just viticulture but the entire future of precision agriculture. Additional materials: www.superdatascience.com/840 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jess Ramos is redefining success in data analytics. As the Founder of Big Data Energy and a Senior Data Analyst at Crunchbase, she’s mastered the art of salary negotiation, built a massive social media following, and turned her passion for data into a thriving personal brand. She reveals how she doubled her salary in under a year, created her own SQL course, and advocates for women in STEM. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:42) How Jess got her start in data analytics (09:14) Why SQL is the most critical skill for data professionals (11:46) How Jess more than doubled her salary in less than a year (20:16) Tips for transitioning from a data job to creating your own business (31:20) The various routes to a career in data science (39:13) How Jess challenges STEM stereotypes Additional materials: www.superdatascience.com/839…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn heads to Lisbon for an interview hosted by Bella Shing, Chapter Lead for Light Dao. He shares the stage with Regarding Consciousness podcast host, Jennifer Hill, where the three discuss AI philosophy and consciousness. Additional materials: www.superdatascience.com/838 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 837: Career Success in the AI Era, with Deepali Vyas 1:10:26
1:10:26 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:10:26
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDeepali Vyas, Global Head of Applied Intelligence (Data Science & AI) and FinTech at Korn Ferry, talks to Jon Krohn about the best ways for data science and AI professionals to get seen and hired. Hear why video, not text, is the future of recruitment, how to get over camera shyness, and how to make a winning impression on job recruiters. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (09:49) On using GenAI to get hired (27:44) The future of video in recruitment (40:36) Tips for the camera-shy (44:15) How Fearless+ started (54:51) How AI helps organizations to ensure equity (57:43) Green-flag behaviors at work Additional materials: www.superdatascience.com/837…
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Super Data Science: ML & AI Podcast with Jon Krohn
Economist and social-impact innovator Dr. Nat Ware reveals how our expectations shape happiness and why chasing it often leaves us unfulfilled. He shares insights on the “hedonic treadmill” and the effects of constant comparison on our well-being. Find out how to build a more meaningful life by making memories, taking chances, and focusing on genuine connections. Additional materials: www.superdatascience.com/836 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 835: AI Systems as Productivity Engines, with You.com’s Bryan McCann 1:33:04
1:33:04 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:33:04
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAI systems are evolving rapidly, and in this episode, Bryan McCann, CTO of You.com, explains You.com’s unique approach to search, the impact of AI-driven research, and the game-changing potential of AI agents. With a background in natural language processing and philosophy, Bryan joins Jon Krohn to share a fresh perspective on where AI is headed and what it means for the future of work and scientific discovery. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:55) How You.com’s “do engine” approach connects users to multiple language models (11:34) How AI systems at You.com generate optimized, intent-driven queries for better results (28:39) You.com’s focus on automated workflows sets it apart from other platforms (31:31) AI agents in You.com, with Bryan predicting they’ll outnumber people by 2025 (41:49) Bryan’s path to unified AI models that can perform diverse tasks (50:40) Early experiments with alignment in AI that influenced modern transformers (01:04:45) Bryan’s research on controllable text generation (01:11:27) Language models applied to protein generation, linking text and biology sequences Additional materials: www.superdatascience.com/835…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn starts the month with his round-up of favorite clips from the previous month. Hear from Bradley Voytek, Natalie Monbiot, Luca Antiga, Chad Sanderson, and Ritchie Vink in conversations about the ongoing potential of AI. Additional materials: www.superdatascience.com/834 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 833: The 10 Reasons AI Projects Fail, with Dr. Martin Goodson 1:25:25
1:25:25 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:25:25
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدMartin Goodson speaks to Jon Krohn about what he would add to his viral article “Ten Ways Your Data Project is Going to Fail”, why practitioners always need to be present at AI policy discussions, and Evolution AI’s breakthroughs in computer vision and NLP. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:25) What Evolution AI does (11:41) How to maintain accuracy in large infrastructures (21:22) How to cultivate innovation and creativity while meeting market demands (24:27) Potential knowledge gaps for machine learning practitioners (30:57) Martin’s viral article, “Ten Ways Your Data Project is Going to Fail” (59:54) Strategies for the UK to become a key player in AI Additional materials: www.superdatascience.com/833…
Host Jon Krohn unpacks Dario Amodei’s vision of a techno-utopia in his essay Machines of Loving Grace, where “Powerful AI” takes center stage. Amodei, CEO of Anthropic, imagines a future where AI doesn’t just assist but actively shapes fields like healthcare, economics, and governance with unmatched intelligence and autonomy. Jon explores the possibilities and challenges of this AI-driven future, asking how close we are to seeing these revolutionary shifts and what they mean for society. Additional materials: www.superdatascience.com/832 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 831: PyTorch Lightning, Lit-Serve and Lightning Studios, with Dr. Luca Antiga 1:23:23
1:23:23 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:23:23
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدPyTorch Lightning is revolutionizing the AI landscape, and Dr. Luca Antiga, CTO of Lightning AI, joins host Jon Krohn to explain how. In this episode, they explore the tools pushing AI development forward, from Lightning Studios to Lit-Serve, and discuss the game-changing rise of small language models that challenge industry giants with precision and speed. Luca also shares his vision for developers in an AI-enhanced world, where coding meets creativity and collaboration with intelligent tools. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick , and by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: How Lightning AI's open-source tools make AI development faster [11:30] The rise of small language models and how they'll rival LLMs [37:47] Luca's journey from biomedical imaging to deep learning pioneer [52:03] How AI will transform software developer tasks [1:03:05] Additional materials: www.superdatascience.com/831…
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Super Data Science: ML & AI Podcast with Jon Krohn
Geoffrey Hinton and Sir Demis Hassabis: The Nobel Prize committee is an achievement of the highest order, awarding physicists, chemists, physiologists, medical practitioners, writers, pacifists and economists perhaps the greatest honor in their respective fields. In this week’s Five-Minute Friday, Jon Krohn discusses how two AI pioneers came to win prizes in chemistry and physics. Additional materials: www.superdatascience.com/830 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 829: Neuroscience Fueled by ML, with Prof. Bradley Voytek 1:36:58
1:36:58 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:36:58
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدNeuroscientist Bradley Voytek outlines to Jon Krohn the incredible use of data science and machine learning in his research and how recent discoveries in action potentials and neurons have completely skyrocketed the field to a new understanding of the brain and its functions. You’ll also hear what Bradley thinks is most important when hiring data scientists and his contributions to Uber’s algorithm when it was still a startup. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick , and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: Breakthroughs in brain region communication [04:08] The future of brain research and MedTech [35:24] The libraries and software used at the Halicioglu Data Science Institute [45:11] Brain rhythm as a diagnostic tool [1:02:58] Bradley’s curriculum structure at UC San Diego [1:12:21] How Uber applies data science [1:20:07] Additional materials: www.superdatascience.com/829…
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Super Data Science: ML & AI Podcast with Jon Krohn
The citizen data scientist: Fact or fiction? Jon Krohn holds a conversation across episodes in this Five-Minute Friday, with today’s guest Keith McCormick, in part responding to Nick Elprin’s interview in episode 811: Scaling Data Teams Effectively. Additional materials: www.superdatascience.com/828 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 827: Polars: Past, Present and Future, with Polars Creator Ritchie Vink 1:13:41
1:13:41 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:13:41
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدRitchie Vink, CEO and Co-Founder of Polars, Inc., speaks to Jon Krohn about the new achievements of Polars, an open-source library for data manipulation. This is the episode for any data scientist on the fence about using Polars, as it explains how Polars managed to make such improvements, the APIs and integration libraries that make it so versatile, and what’s next for this efficient library. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick , by Gurobi , the Decision Intelligence Leader, and by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: Why Polars is so efficient [05:20] Polars’ easy integration with other data-processing tools [21:23] Eager vs lazy executive in Polars [32:15] Polars’ data processing of large- and small-scale datasets [38:28] Ritchie’s plans to scale his company [46:14] Upcoming features in Polars [58:06] Additional materials: www.superdatascience.com/827…
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Super Data Science: ML & AI Podcast with Jon Krohn
Next-gen IDEs, efficiency-boosting open-source Python libraries, and changes in hiring for data scientists: This episode of In Case You Missed It gives you our best clips of September’s interviews, hosted by Jon Krohn. Additional materials: www.superdatascience.com/826 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 825: Data Contracts: The Key to Data Quality, with Chad Sanderson 1:02:22
1:02:22 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:02:22
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدData contracts are redefining data quality and governance, and Chad Sanderson, CEO of Gable.ai, joins host Jon Krohn to explain how they can transform your data strategy. He breaks down what data contracts are, how they shift data quality checks closer to production, and why they’re essential for reducing data debt. Chad also highlights how better alignment between data producers and consumers can elevate data reliability and tackle change-management challenges in modern organizations. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick , and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: What data contracts are and how they define expectations for data quality [03:16] What data contracts look like [09:09] The common misconceptions about data quality when implementing AI [12:55] Chad’s Chief Operator role at Data Quality Camp [19:46] How “shifting left” improves data reliability by addressing issues early [24:17] Why data professionals still struggle with data quality [30:31] How data debt forms and why it leads to complex, inefficient architectures [35:53] How will the role of human oversight evolve in ensuring data quality? [47:12] How can data teams leverage storytelling? [52:33] Additional materials: www.superdatascience.com/825…
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Super Data Science: ML & AI Podcast with Jon Krohn
Llama 3.2 brings a new era of AI innovation with lightweight models tailored for on-device applications and powerful vision models for handling complex image inputs. Host Jon Krohn explores how this release pushes the boundaries of open-source AI, making it more accessible and versatile for developers. He also covers the Llama Stack toolkit, designed to streamline deployment, and Llama Guard 3, Meta’s latest content moderation solution. With extensive support from major cloud and hardware partners, Llama 3.2 is set to unlock groundbreaking possibilities for AI across mobile and beyond. Tune in to hear more. Additional materials: www.superdatascience.com/824 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 823: Virtual Humans and AI Clones, with Natalie Monbiot 1:20:35
1:20:35 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:20:35
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدVirtual humans are rewriting the rules of digital communication and reshaping entire industries. This week, Jon Krohn welcomes Natalie Monbiot, Head of Strategy at Hour One, to shed light on how AI avatars are revolutionizing L&D and e-commerce by turning traditional training and product listings into captivating, presenter-led content. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick , by Gurobi , the Decision Intelligence Leader, and by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • How do you create a virtual being? [10:55] • Reid Hoffman's avatar [13:40] • The virtual human economy [31:07] • Virtual human societies [51:24] • Virtual humans and creative expression [56:35] • Challenges in maintaining transparency [01:00:22] Additional materials: www.superdatascience.com/823…
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Super Data Science: ML & AI Podcast with Jon Krohn
NotebookLM, Google’s latest AI tool, takes content creation to a new level. This week, Jon Krohn shares how the platform transformed his 200-page dissertation into a fascinating 11-minute podcast. Discover how AI can turn vast amounts of information into engaging and digestible content, opening up new possibilities for content creation. Additional materials: www.superdatascience.com/822 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 821: The Skills You Need to Be an Effective Data Scientist, with Marck Vaisman 1:13:14
1:13:14 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:13:14
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدMarck Vaisman speaks to Jon Krohn about his paradigm for understanding core data practitioner types. Hear Marck detail the four data practitioner personas that he has identified in his research, why he believes the roadmaps that influencers like to promote as surefire ways to a data science career don’t work in practice, and why the term “data scientist” is still so elusive and hard to recruit for. This episode is brought to you by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • How Marck started his work in defining data science roles [08:06] • The relationship between the four data practitioner personas [15:26] • About Marck’s “menu” for effective data science [40:43] • How recruiters can hire the best data scientist for the job [59:31] Additional materials: www.superdatascience.com/821…
Jon Krohn takes OpenAI’s new models (o1-preview and o1-mini) for a spin in this Five-Minute Friday, learning their key strengths and limitations, and how the o1 series may represent yet another landmark for generative AI. Additional materials: www.superdatascience.com/820 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 819: PyTorch: From Zero to Hero, with Luka Anicin 1:06:05
1:06:05 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:06:05
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدSuperDataScience veteran and Udemy teacher Luka Anicin is on the podcast to talk about his brand-new course, “PyTorch: From Zero to Hero”, available exclusively on superdatascience.com. Host Jon Krohn asks Luka why he feels that every data scientist should consider PyTorch as their default Python library, and why “keeping it simple” can secure the success of a machine learning project. This episode is brought to you by AWS Inferentia and AWS Trainium , and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • About the PyTorch library [03:29] • Why PyTorch became so popular [25:24] • How to increase accuracy and efficiency in PyTorch [31:49] • How to utilize transfer learning [35:44] • Why real-world projects are essential to data scientists [41:10] • About Datablooz [46:49] Additional materials: www.superdatascience.com/819…
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Super Data Science: ML & AI Podcast with Jon Krohn
Experts from AI and data science discuss the impact and benefits of decentralization, the importance of structuring AI systems in business, and why knowing the basics will always matter for data engineers. Listen to Shingai Manjengwa (episode 809), Daniel Hulme (episode 807), Jerry Yurchisin (episode 813) and Nick Elprin (episode 811) explore a future world of work that rewards continuing learners, sets tasks for the people best suited to complete them rather than those whose job titles reflect the spec, and applies a fleet of ‘AI agents’ to solve complex business tasks. Additional materials: www.superdatascience.com/818 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 817: The Positron IDE, Tidy NLP and MLOps with Dr. Julia Silge 1:36:11
1:36:11 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:36:11
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDr. Julia Silge, Engineering Manager at Posit, introduces the brand-new Positron IDE, perfect for exploratory data analysis and visualization. She also lays out her top picks for LLMs that boost coding efficiency and discusses when traditional NLP methods might be the smarter choice over LLMs. Plus, Julia highlights some must-know open-source libraries that make managing MLOps easier than ever. Tune in for insights that every data scientist, ML engineer, and developer will find useful. This episode is brought to you by Gurobi , the Decision Intelligence Leader, and by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • Overview of Posit and Positron IDE [05:20] • How the needs of a data scientist differ from those of a software developer [10:54] • How to contribute to the open-source Positron [19:50] • MLOps and Vetiver: Tools for deploying and maintaining ML models [37:01] • Natural Language Processing (NLP) and the Tidyverse approach [50:34] • The role of AI and LLMs in data science education [1:24:18] Additional materials: www.superdatascience.com/817…
Jon Krohn takes on a listener's challenge to explain his work in data science to his 94-year-old grandmother, Annie. This heartwarming conversation covers what data is, the role of a data scientist, and breaks down artificial intelligence (AI) and artificial general intelligence (AGI) in simple terms. The episode provides a fresh take on how to communicate complex topics to a lay audience, offering both clarity and insight. Additional materials: www.superdatascience.com/816 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 815: Polars: Faster DataFrame Ops, with Marco Gorelli 1:27:18
1:27:18 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:27:18
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدPolars, Python, Narwhals, Rust, and Pandas: Marco Gorelli talks to Jon Krohn about the many ways to use the newest data libraries available, the joys of open-source development, and the best method to win prizes in forecasting competitions. This episode is brought to you by AWS Inferentia and AWS Trainium , by Babbel , the science-backed language-learning platform, and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • When to use Polars vs Pandas [08:26] • How Polars optimizes string operations and data processing [20:08] • Where Narwhals outstrips Polars and Pandas [48:37] • The benefits of using Altair [55:21] • Addressing the lack of women in data science [1:09:58] • How to win a forecasting competition [1:16:58] Additional materials: www.superdatascience.com/815…
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Super Data Science: ML & AI Podcast with Jon Krohn
As summer winds down, this episode shifts focus from the usual tech discussions to something more personal: reflecting on the importance of balancing work with life’s simple pleasures. While the world of data science and AI continues to evolve rapidly, it's essential to remember that true success isn't just about professional milestones. It’s also about cherishing the moments that make life meaningful. Tune in for a brief but impactful reflection on how to redefine success to include not just achievements, but also the everyday joys that often go unnoticed. Additional materials: www.superdatascience.com/814 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 813: Solving Business Problems Optimally with Data, with Jerry Yurchisin 1:43:30
1:43:30 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:43:30
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJerry Yurchisin from Gurobi joins Jon Krohn to break down mathematical optimization, showing why it often outshines machine learning for real-world challenges. Find out how innovations like NVIDIA’s latest CPUs are speeding up solutions to problems like the Traveling Salesman in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • The Burrito Optimization Game and mathematical optimization use cases [03:36] • Key differences between machine learning and mathematical optimization [05:45] • How mathematical optimization is ideal for real-world constraints [13:50] • Gurobi’s APIs and the ease of integrating them [21:33] • How LLMs like GPT-4 can help with optimization problems [39:39] • Why integer variables are so complex to model [01:02:37] • NP-hard problems [01:11:01] • The history of optimization and its early applications [01:26:23] Additional materials: www.superdatascience.com/813…
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Super Data Science: ML & AI Podcast with Jon Krohn
In this episode of Five-Minute Friday, Jon Krohn investigates published findings from the startup Sakana AI and its paper’s co-authors from the University of Oxford, the University of British Columbia and the Vector Institute in Toronto. These authors explore the potential of The AI Scientist, a framework that could change the way we conduct scientific research forever. Additional materials: www.superdatascience.com/812 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 811: Scaling Data Science Teams Effectively, with Nick Elprin 1:14:06
1:14:06 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:14:06
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدNick Elprin talks to Jon Krohn about how and when to scale a data science team and its workflows to secure a company’s commercial viability. You’ll also hear how to launch your own data science startup and why it’s so important to understand that AI tools are not one-size-fits-all. This episode is brought to you by AWS Inferentia and AWS Trainium . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • How Nick served enterprises with his AI startup, Domino Data Lab [05:36] • About the Navy’s own mine detection models [17:43] • The hype surrounding GenAI [30:35] • How AI platforms integrate with business strategies [39:49] • When it’s time to integrate an AI tool into your business [51:12] • Why Nick started Domino Data Lab [1:03:53] Additional materials: www.superdatascience.com/811…
Self-driving cars are here, and Jon Krohn is breaking down the five levels of automation that could change driving forever. From full human control at Level 0 to cars that drive themselves in any condition at Level 5, get the real story on what these levels mean. With firsthand insights from a recent autonomous vehicle experience, this episode cuts through the buzz and tells you what’s coming next. Additional materials: www.superdatascience.com/810 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 809: Agentic AI, with Shingai Manjengwa 1:10:19
1:10:19 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:10:19
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAgentic AI is revolutionizing the tech landscape, and Shingai Manjengwa from ChainML is here to tell us why. Discover how AI agents are becoming an integral part of our lives, automating tasks like travel bookings and daily inspiration. Shingai explains the power of multi-agent systems, where AI agents collaborate to solve complex challenges, and highlights how blockchain technology is enhancing AI transparency and trust. Plus, get an inside look at ChainML’s innovative Theoriq protocol and the groundbreaking Council Analytics tool. This episode is brought to you by Gurobi , the Decision Intelligence Leader, and by ODSC , the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • What A.I. agents are [10:51] • How blockchain technology helps humans trust A.I. agents [18:27] • The Theoriq protocol developed by ChainML [34:05] • How Council Analytics lets you “speak” to their dataset with natural language [39:00] • A future of multi-agent systems [50:42] • Challenges and risks associated with agentic AI [1:04:17] Additional materials: www.superdatascience.com/809…
Advice for emerging data scientists, the latest in model merging, and how GenAI can supercharge your creativity: Host Jon Krohn gives us his highlights from a month of interviews, packed with tips from some of the leading names in data science and beyond. Guests include Daliana Liu, Charles Duhigg, Charles Goddard, Rosanne Liu and Andrey Kurenkov. Additional materials: www.superdatascience.com/808 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 807: Superintelligence and the Six Singularities, with Dr. Daniel Hulme 1:09:23
1:09:23 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:09:23
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدThe singularity could soon be upon us. The PESTLE framework, developed by this episode’s guest Daniel Hulme, expresses not one but six types of singularity that could occur: political, environmental, social, technological, legal and economic. Jon Krohn and Daniel Hulme discuss how each of these singularities could bring good to the world, aligning with human interests and pushing forward progress. They also talk about neuromorphic computing, machine consciousness, and applying AI at work. This episode is brought to you by AWS Inferentia and AWS Trainium , and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • About the six singularities [03:43] • How the singularity could improve life on earth [09:01] • The credibility of AI experts [32:51] • How the decentralization of technology could benefit earth [43:14] • How AI might enhance creativity [1:04:33] Additional materials: www.superdatascience.com/807…
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Super Data Science: ML & AI Podcast with Jon Krohn
Llama 3.1 is here, and it’s a game-changer. Meta’s latest AI model, especially the massive 405B variant, finally brings an open-source option to compete with giants like OpenAI's GPT-4o and Anthropic's Claude 3.5 Sonnet. While Meta didn’t fully open-source everything, the availability of "open weights" is a strategic move to shake up the AI landscape. The model boasts an impressive 128,000-token context window and multilingual support in eight languages. Meta is also focusing on responsible AI development with tools like Llama Guard 3 for content moderation. This release is more than just a tech upgrade—it's about democratizing AI and sparking innovation across industries. How will you leverage Llama 3.1 to make a real impact? Tune into this week’s FMF episode and let’s explore the future with this latest AI development together. Additional materials: www.superdatascience.com/806 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
Become a Supercommunicator! New York Times bestselling author Charles Duhigg, known for The Power of Habit and Smarter Faster Better, gets real about mastering communication in this episode. Discover insights from his latest book, Supercommunicator, where he reveals how to align conversation styles for deeper connections, handle conflicts effectively, and why AI can't replicate the emotional depth of human interactions. This episode is brought to you by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • The inspirations behind Supercommunicator [03:41] • The three types of conversations: Practical, emotional, and social conversations [05:22] • The matching principle: Align communication styles for better connection [10:36] • What is neural entrainment: Achieve a mind meld through synchronized brain activity [13:22] • The series of steps/principles to connect with someone [24:39] • How to avoid or de-escalate conflict conversations [31:07] • The impact of GenAI on conversations: How AI mimics dialogue but lacks emotional depth [45:24] Additional materials: www.superdatascience.com/805…
Solar power now provides 6% of the world's electricity, thanks to rapid growth. Host Jon Krohn discusses the factors driving this rise, the challenges ahead, and how AI and data science are optimizing solar technologies. Tune in for insights on the future of solar power, and don't forget to like, share, and subscribe! Additional materials: www.superdatascience.com/804 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 803: How to Thrive in Your (Data Science) Career, with Daliana Liu 1:54:43
1:54:43 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:54:43
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDaliana Liu is a big name in data science teaching, and she has always been generous in sharing everything she knows about getting a job in data science. In this episode, she continues to extend her generosity, helping listeners define their approach to achieving a fulfilling career in data science and tech. This episode is brought to you by AWS Inferentia and AWS Trainium , by Babbel , the science-backed language-learning platform, and by Gurobi , the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • Common career challenges for data scientists [34:57] • Advice for people who don’t know where to go in their career [48:05] • How to build resilience and protect against Imposter Syndrome [1:06:23] • Skills that data scientists should develop today [1:39:17] • The future of the data science and AI job market [1:46:55] Additional materials: www.superdatascience.com/803…
How to grab investor interest with your AI startup idea, revisiting algorithms, and helping practitioners ensure AI safety with regulatory frameworks and beyond: This month, you missed a whole bunch of great interviews. But don’t worry, Jon Krohn is here to recap all the best bits for you! Additional materials: www.superdatascience.com/802 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles Goddard 1:17:05
1:17:05 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:17:05
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدMerged LLMs are the future, and we’re exploring how with Mark McQuade and Charles Goddard from Arcee AI on this episode with Jon Krohn. Learn how to combine multiple LLMs without adding bulk, train more efficiently, and dive into different expert approaches. Discover how smaller models can outperform larger ones and leverage open-source projects for big enterprise wins. This episode is packed with must-know insights for data scientists and ML engineers. Don’t miss out! Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • Explanation of Charles' job title: Chief of Frontier Research [03:31] • Model Merging Technology combining multiple LLMs without increasing size [04:43] • Using MergeKit for model merging [14:49] • Evolutionary Model Merging using evolutionary algorithms [22:55] • Commercial applications and success stories [28:10] • Comparison of Mixture of Experts (MoE) vs. Mixture of Agents [37:57] • Spectrum Project for efficient training by targeting specific modules [54:28] • Future of Small Language Models (SLMs) and their advantages [01:01:22] Additional materials: www.superdatascience.com/801…
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Super Data Science: ML & AI Podcast with Jon Krohn
The SuperDataScience Podcast is celebrating its 800th episode! Host Jon Krohn speaks to his grandmother, Annie, about growing up at a time when so many technologies we take for granted today were yet to be developed. Listen in to hear Annie’s experience of the changes in technology across 94 years and how she and her family fared in 1940s Ukraine with no electricity or running water. Additional materials: www.superdatascience.com/800…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 799: AGI Could Be Near: Dystopian and Utopian Implications, with Dr. Andrey Kurenkov 1:45:48
1:45:48 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:45:48
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدNo-code games with GenAI, the creative possibilities of LLMs, and our proximity to AGI: In this episode, Jon Krohn talks to Andrey Kurenkov about what turned him from an AGI skeptic to a positivist. You’ll also hear about his wildly popular podcast “Last Week in AI” and how the NVIDIA-backed startup Astrocade is helping videogame enthusiasts to create their own games through generative AI. A must-listen! This episode is brought to you by AWS Inferentia and AWS Trainium . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • All about The Gradient and Last Week in AI [10:42] • All about Astrocade and Andrey’s role at the startup [24:35] • Balancing UX and creative control at Astrocade [42:00] • The creative possibilities of LLMs [1:04:15] • The rapid emergence of AGI [1:10:31] Additional materials: www.superdatascience.com/799…
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Super Data Science: ML & AI Podcast with Jon Krohn
Claude 3.5 Sonnet, Anthropic’s newest model, is making waves in the AI community. This mid-size model outshines the larger Claude 3 Opus in tasks like code generation, content creation, and document summarization, and it’s twice as fast. In this episode of The Super Data Science Podcast, Jon Krohn discusses its top-notch performance across benchmarks like MMLU, GPQA, and HumanEval, along with its improved machine vision capabilities. Plus, learn about the new Artifacts UI feature, which makes managing generated content easier by displaying outputs side-by-side with inputs. Tune in to find out why Claude 3.5 Sonnet is setting new standards in AI. Additional materials: www.superdatascience.com/798 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 797: Deep Learning Classics and Trends, with Dr. Rosanne Liu 1:09:59
1:09:59 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:09:59
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDr. Rosanne Liu, Research Scientist at Google DeepMind and co-founder of the ML Collective, shares her journey and the mission to democratize AI research. She explains her pioneering work on intrinsic dimensions in deep learning and the advantages of curiosity-driven research. Jon and Dr. Liu also explore the complexities of understanding powerful AI models, the specifics of character-aware text encoding, and the significant impact of diversity, equity, and inclusion in the ML community. With publications in NeurIPS, ICLR, ICML, and Science, Dr. Liu offers her expertise and vision for the future of machine learning. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • How the ML Collective came about [03:31] • The concept of a failure CV [16:12] • ML Collective research topics [19:03] • How Dr. Liu's work on the “intrinsic dimension” of deep learning models inspired the now-standard LoRA approach to fine-tuning LLMs [21:28] • The pros and cons of curiosity-driven vs. goal-driven ML research [29:08] • Discussion on Dr. Liu's research and papers [33:17] • Character-aware vs. character-blind text encoding [54:59] • The positive impacts of diversity, equity, and inclusion in the ML community [57:51] Additional materials: www.superdatascience.com/797…
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Super Data Science: ML & AI Podcast with Jon Krohn
Want to feel optimistic about your day? In this Friday episode, Simon Kuestenmacher talks to Jon Krohn about demography: What it is, why it’s so important, and why its forecasts should give us reason to hope for a better future. In an increasingly globalized world, and with an aging population in countries with the biggest GDPs, demography is more valuable than ever. Additional materials: www.superdatascience.com/796 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 795: Fast-Evolving Data and AI Regulatory Frameworks, with Dr. Gina Guillaume-Joseph 1:07:40
1:07:40 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:07:40
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدGina Guillaume-Joseph talks to Jon Krohn about the data and regulatory frameworks set to transform the AI industry and why that’s important to anyone working with data. This episode offers a solid path to understanding AI regulation’s past, present and future. Gina walks listeners through the AI Bill of Rights, the NIST AI Risk Framework and the MITRE ATLAS threat model. This episode is brought to you by AWS Inferentia and AWS Trainium , by Crawlbase , the ultimate data crawling platform, and by Babbel , the science-backed language-learning platform. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • What “responsible AI” means [08:14] • Why the federal government should be behind AI regulation [12:22] • The US vs EU on AI regulation [18:46] • About the AI Bill of Rights [26:14] • About MITRE and the MITRE Atlas [37:19] • What a systems engineer does [54:11] Additional materials: www.superdatascience.com/795…
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Super Data Science: ML & AI Podcast with Jon Krohn
Trends in open-source AI: Join Jon Krohn and a panel of data science icons as they discuss the most exciting and concerning developments in open-source AI. Hear insights from Drew Conway, Jared Lander, Emily Zabor, and JD Long on the transformative potential of AI and its future impact. Additional materials: www.superdatascience.com/794 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 793: Bayesian Methods and Applications, with Alexandre Andorra 1:33:20
1:33:20 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:33:20
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدBayesian methods take the spotlight in this episode with Alex Andorra, co-founder of PyMC Labs, and Jon Krohn. Learn how Bayesian techniques handle tough problems, make the most of prior knowledge, and work wonders with limited data. Alex and Jon break down essentials like PyMC, PyStan, and NumPyro libraries, show how to boost model efficiency with PyTensor, and talk about using ArviZ for top-notch diagnostics and visualizations. Plus, get into advanced modeling with Gaussian Processes. This episode is brought to you by Crawlbase , the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • Practical introduction to Bayesian statistics [04:54] • Definition and significance of epistemology [17:52] • Explanation of PyMC and Monte Carlo methods [27:57] • How to get started with Bayesian modeling and PyMC [34:26] • PyMC Labs and its consulting services [50:50] • ArviZ for post-modeling diagnostics and visualization [01:02:23] • Gaussian processes and their applications [01:09:02] Additional materials: www.superdatascience.com/793…
Jon Krohn shares his favorite clips from May. Hear how Navdeep Martin is spearheading a company to tackle the climate crisis, why Sol Rashidi and Demetrios Brinkmann find nailing job titles so necessary in the fast-paced industries of tech and AI, and get the latest on embeddings with Luis Serrano. Additional materials: www.superdatascience.com/792 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
Reinforcement learning through human feedback (RLHF) has come a long way. In this episode, research scientist Nathan Lambert talks to Jon Krohn about the technique’s origins of the technique. He also walks through other ways to fine-tune LLMs, and how he believes generative AI might democratize education. This episode is brought to you by AWS Inferentia ( go.aws/3zWS0au ) and AWS Trainium ( go.aws/3ycV6K0 ), and Crawlbase ( crawlbase.com ), the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Why it is important that AI is open [03:13] • The efficacy and scalability of direct preference optimization [07:32] • Robotics and LLMs [14:32] • The challenges to aligning reward models with human preferences [23:00] • How to make sure AI’s decision making on preferences reflect desirable behavior [28:52] • Why Nathan believes AI is closer to alchemy than science [37:38] Additional materials: www.superdatascience.com/791…
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Super Data Science: ML & AI Podcast with Jon Krohn
The experts reveal their top open-source R libraries with us live from the New York R Conference! This Super Data Science Podcast episode features an exclusive panel with data science trailblazers Drew Conway, Jared Lander, Emily Zabor, and JD Long. They share their favorite R libraries and valuable insights to enhance your data science practice. Additional materials: www.superdatascience.com/790 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 789: ML for Wind-Powered Energy Generation, with Dr. Jason Yosinski 1:14:49
1:14:49 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:14:49
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدMachine Learning for Wind Energy is front and center in this episode as Jon Krohn is joined by Dr. Jason Yosinski, CEO of Windscape AI. Dr. Yosinski brings to light the latest ML advancements sparking significant changes in renewable energy. Tune in for a comprehensive review of these cutting-edge technologies and their expansive impact on the industry and the environment's well-being. This episode is brought to you by Crawlbase , the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Enhancing predictability in wind energy with ML [04:52] • Data utilization from wind turbines by energy providers [11:41] • Jason's journey into wind energy [17:55] • Landing the right startup idea [22:47] • Visualizing neural networks with the Deep Vis Toolbox [31:29] • Extreme event forecasting at Uber vs. nowcasting at Windscape AI [45:13] • Discoveries from Loss Change Allocation research [47:48] • Engaging with Jason's ML Collective [59:46] • Traits of successful AI entrepreneurs [1:10:26] Additional materials: www.superdatascience.com/789…
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Super Data Science: ML & AI Podcast with Jon Krohn
Multi-agent systems could mark a significant turning point in generative AI. From mastering increasingly complex tasks to getting LLMs to collaborate, in this Five-Minute Friday, Jon Krohn discusses the systems that are working to bridge the remaining gaps left by the latest large language models (LLMs). Additional materials: www.superdatascience.com/788 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
MLOps, how to build an online community, and tools for scaling LLMs: In this episode, Demetrios Brinkmann speaks to Jon Krohn about the similarities and differences between LLMOps, MLOps and DevOps, and why this should matter to companies looking to hire such engineers. You will also hear how to get involved in the MLOps community wherever you are in the world, and how you can start developing great products with the available tools. This episode is brought to you by AWS Inferentia ( go.aws/3zWS0au ) and AWS Trainium ( go.aws/3ycV6K0 ). Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • What MLOps is [03:51] • About LLMOps [12:06] • About LlamaIndex and Ollama [18:29] • Insights from Demetrios’ MLOps survey [20:49] • Guidance for using third-party APIs [40:18] • Recommendations for building an online community in tech and AI [47:07] Additional materials: www.superdatascience.com/787…
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Super Data Science: ML & AI Podcast with Jon Krohn
Learn about the six keys to data science success as host Jon Krohn welcomes back Kirill Eremenko, the mastermind behind SuperDataScience. Kirill shares his top insights on data science careers, from building strong portfolios to leveraging mentors and hands-on labs. With over 2.7 million students, his advice is a must-hear for aspiring and experienced data scientists alike. Additional materials: www.superdatascience.com/786 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 785: Math, Quantum ML and Language Embeddings, with Dr. Luis Serrano 1:06:06
1:06:06 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:06:06
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDr. Luis Serrano from the Serrano Academy reveals how to make Math and Quantum ML accessible, tackles the challenges of teaching A.I. to beginners, and explores the power of embeddings in enterprise applications. Explore the future of Quantum Machine Learning and the latest trends in AI, including multimodality and autonomous systems. This episode is brought to you by AWS Inferentia and AWS Trainium . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How math and AI can be made easy to understand [05:21] • The three major categories of learners [16:21] • Why embeddings are the most important component of LLMs [26:19] • How semantic search differs from a traditional keyword search [29:57] • The most exciting emerging application areas for AI [42:41] • The promising application areas for Quantum Machine Learning [49:18] Additional materials: www.superdatascience.com/785…
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Super Data Science: ML & AI Podcast with Jon Krohn
Aligning LLMs: How can we teach pre-trained LLMs to hold a conversation and learn new information from each other? This was where Sinan Ozdemir began his investigation into aligning LLMs. In this episode, he talks to Jon Krohn about the limitations of definitions for LLMs, training LLMs, and whether it is possible to train an LLM without alignment. Additional materials: www.superdatascience.com/784 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 783: Generative A.I. for Solar Power Installation, with Navdeep Martin 1:05:51
1:05:51 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:05:51
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدRecent advances in GenAI, how to tackle the climate crisis with advanced technology, and addressing the knowledge gap in understanding AI: Jon Krohn speaks to Flypower co-founder and CEO Navdeep Martin about the advances made in GenAI, from products to applications, and how we might use AI to tackle climate change. This episode is brought to you by AWS Inferentia and AWS Trainium . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How the Washington Post’s recommendation systems work [03:29] • Why product leaders make great CEOs [10:36] • How Flypower uses GenAI to tackle climate change [22:13] • How Flypower identifies its customers’ most pertinent questions [30:03] • How AI might come to tackle climate change [36:52] • How to mitigate hallucination in AI models [41:04] Additional materials: www.superdatascience.com/783…
Hear Jon Krohn’s favorite five clips from his April interviews. Chief Scientist at Posit PBC Hadley Wickham on the subtle differences between Python and R. Professor of Business Analytics Barrett Thomas walks through the variables that companies should consider when using drones or any other tech to improve their business operations and bottom line. Aleksa Gordić, Founder of Runa AI believes an overhaul of the current educational system is long overdue. Bernard Marr discusses the future of GenAI and its impact on the world of work. And SuperDataScience founder Kirill Eremenko gives a lively workshop on gradient boosting. Additional materials: www.superdatascience.com/782 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 781: Ensuring Successful Enterprise AI Deployments, with Sol Rashidi 1:04:48
1:04:48 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:04:48
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدSol Rashidi, a distinguished data executive who has served in C-suite roles at Fortune 100 companies, joins Jon Krohn to delve into successful enterprise AI strategies and the reasons behind the high turnover among Chief Data Officers. This episode provides an in-depth look at selecting AI projects that succeed and understanding the strategic value of patents in various industries. Benefit from Sol’s extensive experience and practical advice on navigating complex corporate challenges. This episode is brought to you by AWS Inferentia and AWS Trainium . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How CDOs and related roles have such high turnover because [09:40] • The importance of building relationships in AI projects [17:01] • How Sol's book "The AI Survival Guide" came about [20:44] • How high-criticality, low-complexity AI projects are the ones with the highest probability of success [27:11] • How Enterprise data security issues can be resolved with technologies like Protopia’s stained-glass data-masking solution [36:10] • Why having great data engineers is essential [47:57] • The value of patents [51:45] Additional materials: www.superdatascience.com/781…
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Super Data Science: ML & AI Podcast with Jon Krohn
Want to become a data scientist? Jon and Adam discuss the key steps to becoming a data scientist, with a focus on developing portfolio projects. Hear about the 10 project ideas Adam recommends in his book to help you stand out in the data science community. Additional materials: www.superdatascience.com/780 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 779: The Tidyverse of Essential R Libraries and their Python Analogues, with Dr. Hadley Wickham 1:27:59
1:27:59 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:27:59
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدTidyverse, ggplot2, and the secret to a tech company’s longevity: Hadley Wickham talks to Jon Krohn about Posit’s rebrand, Tidyverse and why it needs to be in every data scientist’s toolkit, and why getting your hands dirty with open-source projects can be so lucrative for your career. This episode is brought to you by Intel and HPE Ezmeral Software . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • All about the Tidyverse [04:46] • Hadley’s favorite R libraries [17:10] • The goal of Posit [30:29] • On bringing multiple programming languages together [36:02] • The principles for a long-lasting tech company [52:10] • How Hadley developed ggplot2 [55:24] • How to contribute to the open-source community [1:05:43] Additional materials: www.superdatascience.com/779…
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Super Data Science: ML & AI Podcast with Jon Krohn
Mixtral 8x22B is the focus on this week's Five-Minute Friday. Jon Krohn examines how this model from French AI startup Mistral leverages its mixture-of-experts architecture to redefine efficiency and specialization in AI-powered tasks. Tune in to learn about its performance benchmarks and the transformative potential of its open-source license. Additional materials: www.superdatascience.com/778 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 777: Generative AI in Practice, with Bernard Marr 1:08:49
1:08:49 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:08:49
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدGenerative AI is reshaping our world, and Bernard Marr, world-renowned futurist and best-selling author, joins Jon Krohn to guide us through this transformation. In this episode, Bernard shares his insights on how AI is transforming industries, revolutionizing daily life, and addressing global challenges. With his extensive experience advising top organizations worldwide, he also examines the ethical considerations of AI deployment. This episode is brought to you by Intel and HPE Ezmeral Software . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How Generative AI will transform industries [03:55] • The evolution of Generative AI [10:19] • How will Generative AI impact daily life [16:52] • The ethical challenges of AI [18:55] • How corporations can harness Generative AI for collaboration [24:36] • Industries that will be impacted by Generative AI [32:20] • How Sora-like Generative AI systems will create highly immersive entertainment [42:16] • How Generative AI could unlock 99% of business data [53:34] Additional materials: www.superdatascience.com/777…
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Super Data Science: ML & AI Podcast with Jon Krohn
What are the risks of AI progressing beyond a point of no return? What do we stand to gain? On this Five-Minute Friday, Jon Krohn talks ‘books’ as he outlines two nonfiction works on AI and futurism by Oxford philosopher Nick Bostrom. Listen to a breakdown of Deep Utopia and Superintelligence in this episode. Additional materials: www.superdatascience.com/776 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 775: What will humans do when machines are vastly more intelligent? With Aleksa Gordić 1:36:41
1:36:41 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:36:41
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدTech entrepreneurship, artificial superintelligence, and the future of education: Aleksa Gordić speaks to Jon Krohn about his strategies for self-directed learning, the traits that help people succeed in moving from big tech to entrepreneurship, and the social impact of artificial superintelligence. This episode is brought to you by Ready Tensor , where innovation meets reproducibility. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How to motivate yourself to become a tech entrepreneur [17:02] • Aleksa’s checklist for the perfect CTO [35:00] • Potential sustainable solutions for LLMs [41:51] • The next major developments in AI and tech [48:29] • How hobbies have a knock-on effect for a person’s career [1:01:53] • How and why formal education needs to change [1:09:24] Additional materials: www.superdatascience.com/775…
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Super Data Science: ML & AI Podcast with Jon Krohn
Covariant's RFM-1: Jon Krohn explores the future of AI-driven robotics with RFM-1, a groundbreaking robot arm designed by Covariant and discussed by A.I. roboticist Pieter Abbeel. Explore how this innovation aims to merge digital intelligence with the physical world, promising a new era of efficiency and autonomy. Additional materials: www.superdatascience.com/774 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 773: Deep Reinforcement Learning for Maximizing Profits, with Prof. Barrett Thomas 1:07:40
1:07:40 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:07:40
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدDr. Barrett Thomas, an award-winning Research Professor at the University of Iowa, explores the intricacies of Markov decision processes and their connection to Deep Reinforcement Learning. Discover how these concepts are applied in operations research to enhance business efficiency and drive innovations in same-day delivery and autonomous transportation systems. This episode is brought to you by Ready Tensor , where innovation meets reproducibility. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Barrett's start in operations logistics [02:27] • Concorde Solver and the traveling salesperson problem [09:59] • Cross-function approximation explained [19:13] • How Markov decision processes relate to deep reinforcement learning [26:08] • Understanding policy in decision-making contexts [33:40] • Revolutionizing supply chains and transportation with aerial drones [46:47] • Barrett’s career evolution: past changes and future prospects [52:19] Additional materials: www.superdatascience.com/773…
Pytorch benefits, how to get funding for your AI startup, and managing scientific silos: In our new series for SuperDataScience, “In Case You Missed It”, host Jon Krohn engages in some “reinforcement learning through human feedback” of his own with need-to-hear sound bites from past SDS episodes! Additional materials: www.superdatascience.com/772 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 771: Gradient Boosting: XGBoost, LightGBM and CatBoost, with Kirill Eremenko 1:55:27
1:55:27 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:55:27
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدKirill Eremenko joins Jon Krohn for another exclusive, in-depth teaser for a new course just released on the SuperDataScience platform, “Machine Learning Level 2”. Kirill walks listeners through why decision trees and random forests are fruitful for businesses, and he offers hands-on walkthroughs for the three leading gradient-boosting algorithms today: XGBoost, LightGBM, and CatBoost. This episode is brought to you by Ready Tensor , where innovation meets reproducibility, and by Data Universe , the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • All about decision trees [09:17] • All about ensemble models [21:43] • All about AdaBoost [36:47] • All about gradient boosting [45:52] • Gradient boosting for classification problems [59:54] • Advantages of XGBoost [1:03:51] • LightGBM [1:17:06] • CatBoost [1:32:07] Additional materials: www.superdatascience.com/771…
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Super Data Science: ML & AI Podcast with Jon Krohn
Explore the science of confidence with Lucy Antrobus, as she unveils neuroscience-backed strategies to build and boost confidence through practice, positive energy, and the power of laughter. An essential listen for fostering unshakable self-assurance. Additional materials: www.superdatascience.com/770 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 769: Generative AI for Medicine, with Prof. Zack Lipton 1:49:12
1:49:12 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:49:12
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدGenerative AI in medicine takes center stage as Prof. Zachary Lipton, Chief Scientific Officer at Abridge, joins host Jon Krohn to discuss the significant advancements in AI that are reshaping healthcare. This episode is brought to you by the DataConnect Conference , and by Data Universe , the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • The inspiration for Zack to get started in ML and healthcare [03:56] • The hardware required to use Abridge [12:29] • The key data science projects at Abridge right now [35:05] • Abridge's tech stack [59:54] • How Abridge ensures reliability in a high-stakes setting like healthcare [1:07:29] • How Zack’s academic research cross-pollinates with his commercial ML projects [1:21:05] • How Zack’s jazz background molded his entrepreneur and data science journey [1:30:32] Additional materials: www.superdatascience.com/769…
Claude 3, LLMs and testing ML performance: Jon Krohn tests out Anthropic’s new model family, Claude 3, which includes the Haiku, Sonnet and Opus models (written in order of their performance power, from least to greatest). Can it stand shoulder to shoulder with other models such as GPT-4 and Gemini 1.0 Ultra? And how important is it for machine learning practitioners to try out these models with their own benchmarks? Jon walks listeners through a test of his own in this Five-Minute Friday. Additional materials: www.superdatascience.com/768 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 767: Open-Source LLM Libraries and Techniques, with Dr. Sebastian Raschka 1:48:12
1:48:12 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:48:12
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدJon Krohn sits down with Sebastian Raschka to discuss his latest book, Machine Learning Q and AI, the open-source libraries developed by Lightning AI, how to exploit the greatest opportunities for LLM development, and what’s on the horizon for LLMs. This episode is brought to you by the DataConnect Conference , and by Data Universe , the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • All about Machine Learning Q and AI [04:13] • Sebastian Raschka’s role as Staff Research Engineer at Lightning AI [19:21] • PyTorch Lightning’s and Lightning Fabric’s capabilities [39:32] • Large language models: Opportunities and challenges [43:35] • DoRA vs LoRA [48:56] • How to be a successful AI educator [1:34:18] Additional materials: www.superdatascience.com/767…
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Super Data Science: ML & AI Podcast with Jon Krohn
Kurt Vonnegut's "Player Piano" delivers striking parallels between its dystopian vision and today's AI challenges. This week, Jon Krohn explores the novel's depiction of a world where humans are marginalized by machines, reflecting on the impact of automation on society and the ethical considerations it raises. Tune in as we unpack the timeless relevance of Vonnegut's work to the AI era. Additional materials: www.superdatascience.com/766 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 765: NumPy, SciPy and the Economics of Open-Source, with Dr. Travis Oliphant 1:37:29
1:37:29 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:37:29
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدExplore the origins of NumPy and SciPy with their creator, Dr. Travis Oliphant. Discover the journey from personal need to global impact, the challenges overcome, and the future of these essential Python libraries in scientific computing and data science. This episode is brought to you by the DataConnect Conference , by Data Universe , the out-of-this-world data conference, and by CloudWolf , the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Travis's journey to creating NumPy and SciPy [08:05] • How Anaconda got started [42:24] • How Numba, a high-performance Python compiler, was brought to market [54:48] • Python's influence on the thought processes of scientists and engineers [1:04:21] • The commercial projects that support Travis’s vast open-source efforts and communities [1:10:22] • How to get involved in Travis's commercial projects and communities [1:22:34] • The future of scientific computing and Python libraries [1:29:50] Additional materials: www.superdatascience.com/765…
Data science futurists, bestselling authors, and lively how-to guides from the industry’s top practitioners, which range from applying data science for good to using open-source tools for NLP: This is The Super Data Science Podcast’s top ten most listened-to episodes in 2023, hosted by Jon Krohn. A great snapshot of our great content from 2023. Additional materials: www.superdatascience.com/764 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 763: The Best A.I. Startup Opportunities, with venture capitalist Rudina Seseri 1:27:14
1:27:14 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:27:14
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAt Glasswing Ventures, Rudina Seseri wants to be able to answer the question: What has Glasswing Ventures done for the company beyond capital investment? She speaks to Jon Krohn about how her company uses data to assess venture capital investments, the secret sauce of successful AI startups, and why she feels generative AI is only the start of a much broader impact that AI will make in communities and businesses. This episode is brought to you by the DataConnect Conference , and by Ready Tensor , where innovation meets reproducibility. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Potential interest areas for Series A AI venture capitalists [12:22] • How Glasswing’s AI Palette helps AI startups [23:06] • How data driven the venture capital industry is [27:21] • Advice for adopting services from AI providers [47:21] • Model collapse: Causes and concerns [58:44] • Glasswing’s checklist for AI startups [1:04:59] Additional materials: www.superdatascience.com/763…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn presents an insightful overview of Google's groundbreaking Gemini Pro 1.5, a million-token LLM that's transforming the landscape of AI. Discover the innovative aspects of Gemini Pro 1.5, from its extensive context window to its multimodal functionalities, which are broadening the scope of AI technology and signifying a significant leap in data science. Plus, join Jon for a practical demonstration, showcasing the real-world applications, capabilities, and limitation of this advanced language model. Additional materials: www.superdatascience.com/762 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen 1:10:15
1:10:15 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:10:15
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدGoogle's Gemini Ultra takes the spotlight this week, as host Jon Krohn welcomes Lisa Cohen, Google's Director of Data Science and Engineering, for a conversation about the launch of Gemini Ultra. Discover the capabilities of this cutting-edge large language model and how it stands toe-to-toe with GPT-4. Lisa shares her insights on the development, rollout, and potential of Gemini Ultra in reshaping various sectors. Whether you're a data science professional, tech enthusiast, or curious about the future of AI, this episode offers a deep dive into one of the most significant advancements in artificial intelligence. This episode is brought to you by Ready Tensor , where innovation meets reproducibility, and by Intel and HPE Ezmeral Software Solutions . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Google’s Gemini model family and Lisa's key responsibilities [04:55] • How LLMs will transform the practice of Data Science [19:47] • Lisa on prompt engineering and reinforcement learning from human feedback [24:38] • How to fine-tune Gemini models with Google's Vertex AI [30:52] • How AI-assistants will transform life and work for everyone from data scientists to educators to children [47:14] • The challenges of developing a data-centric culture [57:31] • Centralized vs decentralized data science teams [1:03:50] Additional materials: www.superdatascience.com/761…
AI-crafted beer, machine learning for passion projects, and self-taught data science: Jon Krohn and Beau Warren’s hotly anticipated, data-driven, punny lager Krohn&Borg is finally given a taste test in this week’s Five-Minute Friday. Heading to the Species X brewery in Columbus, Ohio, Jon Krohn and Beau Warren launched the beer that had been predicted, optimized and developed by a machine-learning model. Additional materials: www.superdatascience.com/760 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 759: Full Encoder-Decoder Transformers Fully Explained, with Kirill Eremenko 1:43:13
1:43:13 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:43:13
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدEncoders, cross attention and masking for LLMs: SuperDataScience Founder Kirill Eremenko returns to the SuperDataScience podcast, where he speaks with Jon Krohn about transformer architectures and why they are a new frontier for generative AI. If you’re interested in applying LLMs to your business portfolio, you’ll want to pay close attention to this episode! This episode is brought to you by Ready Tensor , where innovation meets reproducibility, by Oracle NetSuite business software, and by Intel and HPE Ezmeral Software Solutions . Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How decoder-only transformers work [15:51] • How cross-attention works in transformers [41:05] • How encoders and decoders work together (an example) [52:46] • How encoder-only architectures excel at understanding natural language [1:20:34] • The importance of masking during self-attention [1:27:08] Additional materials: www.superdatascience.com/759…
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Super Data Science: ML & AI Podcast with Jon Krohn
Explore the groundbreaking Mamba model, a potential game-changer in AI that promises to outpace the traditional Transformer architecture with its efficient, linear-time sequence modeling. Additional materials: www.superdatascience.com/758 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 757: How to Speak so You Blow Listeners' Minds, with Cole Nussbaumer Knaflic 1:29:03
1:29:03 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:29:03
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدExplore mind-blowing storytelling with Cole Nussbaumer Knaflic in this episode. Audience favorite and author of "Storytelling with You," Cole returns to share essential tips for crafting impactful presentations, emphasizing narrative construction and audience engagement. Learn how to effectively communicate data and stories, enhancing your presentations with insights from a leading expert in the field. This episode is brought to you by CloudWolf , the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How to become a confident communicator [11:59] • How to get rid of filler words [26:32] • How facts alone can't make a strong impact [41:44] • Cole's overview of her book Storytelling with You [55:19] • How to craft an effective presentation [1:00:24] • Common mistakes in virtual presentations [1:09:48] • Cole's virtual presentation setup [1:15:33] • Cole's next book Daphne Draws Data [1:20:23] Additional materials: www.superdatascience.com/757…
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Super Data Science: ML & AI Podcast with Jon Krohn
AlphaGeometry, intuitive AI, and geometric deduction: In this week’s Five-Minute Friday, Super Data Science host Jon Krohn looks into developments from DeepMind, Google’s ground-breaking AI lab, and explores how this is a critical step towards a future of broadly accessible AI solutions across scientific disciplines. Additional materials: www.superdatascience.com/756 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 755: Brewing Beer with A.I., with Beau Warren 1:35:43
1:35:43 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:35:43
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدChatGPT applications and data-driven beer: Beer brewer and Super Data Science regular listener Beau Warren talks to Jon Krohn about the wonders of “sweaty ales”, how to brew beer with data, and how to get started on creative machine learning projects even without a degree in data science. This episode is brought to you by CloudWolf , the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • About Species X [06:31] • How to become a certified beer taster [12:37] • How Beau checks the quality of his beer [25:01] • Beau and Jon’s machine learning project [38:02] • About genetic algorithms [52:35] • How to get creativity out of LLMs [1:24:46] Additional materials: www.superdatascience.com/755…
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Super Data Science: ML & AI Podcast with Jon Krohn
Explore the future of coding with poolside co-founder and CEO Jason Warner as he explores the potential of code-specialized LLMs and their revolutionary impact on the developer's role. Tune in for insights on the shift towards an AI-led development paradigm. Additional materials: www.superdatascience.com/754 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 753: Blend Any Programming Languages in Your ML Workflows, with Dr. Greg Michaelson 1:26:20
1:26:20 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:26:20
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدExplore the future of collaborative ML workflows in this engaging episode with Dr. Greg Michaelson, Co-Founder of Zerve. Dr. Michaelson introduces the groundbreaking Zerve IDE and Pypelines project, addressing the critical gap in AutoML for commercial use and pinpointing why many A.I. projects don't meet their objectives. Gain insights into steering AI initiatives towards success and enhancing project communication, all in this insightful session. This episode is brought to you by Oracle NetSuite business software, and by Prophets of AI , the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Why Zerve IDE is so sorely needed [04:50] • Pypelines: AutoML open-source in python [30:00] • Why most commercial A.I. projects fail and how to ensure they succeed [47:45] • How AutoML will impact the role of the data scientist [53:21] • Greg's background as a pastor and working at DataRobot [1:03:40] • How to develop impressive communication and storytelling skills [1:16:16] Additional materials: www.superdatascience.com/753…
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Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn interviews Hilke Schellmann about the ethics of recruitment algorithms, the field’s current state of play, and what can be improved about AI used in recruiting. Additional materials: www.superdatascience.com/752 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 751: How to Found and Fund Your Own A.I. Startup, with Dr. Rasmus Rothe 1:18:29
1:18:29 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:18:29
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدVenture capital and AI, and how to succeed with an AI company in 2024: Rasmus Rothe, Cofounder of Merantix, speaks to Jon Krohn about the Merantix campus in Berlin, how a venture capitalist identifies the best AI startups, the surefire ways for AI company founders to raise venture capital, and the jobs that are most and least vulnerable to disruption by automation. This episode is brought to you by Oracle NetSuite business software, by QuickChat customized AI assistants, and by Prophets of AI , the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • How Merantix started [05:17] • How does Merantix work and how to apply for funding [08:19] • How to secure AI funding [21:02] • How AI companies can prove competitiveness [33:46] • Ensuring AI regulation [41:17] • How AI will change the future of work [56:56] Additional materials: www.superdatascience.com/751…
Explore the transformative power of AI in science. Jon Krohn reviews the groundbreaking AI-driven discoveries at MIT and beyond, showcasing how AI is reshaping various scientific fields, from pharmaceuticals to climate science, and pondering the balance between AI's capabilities and human ingenuity. Additional materials: www.superdatascience.com/750 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 749: Data Science for Clean Energy, with Emily Pastewka 1:16:54
1:16:54 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:16:54
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدData science for clean energy takes center stage as Emily Pastewka from Palmetto joins Jon Krohn this week, exploring innovative paths to a sustainable future. This episode covers the impact of AI on smart energy choices, the creation of a smart grid, and the wide array of professionals required to bring cleantech data solutions to life. This episode is brought to you by Prophets of AI , the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Emily on her Master's in Deep Learning [08:20] • Using AI to solve clean energy challenges at Palmetto [17:22] • The different roles needed to solve cleantech problems [27:33] • How econometrics impacts consumer decision-making [38:56] • How Emily manages high-performing teams [56:30] • The tools and technologies that drive small teams [1:06:58] Additional materials: www.superdatascience.com/749…
Artificial General Intelligence gets a new definition: This episode introduces Google DeepMind’s paper, “Levels of AGI: Operationalizing Progress on the Path to AGI”. Hear how its authors have organized narrow and general AI into hierarchical categories defined by human capability, from Level 0 (no AI) and Level 1 (equal to or somewhat better than an unskilled human) to Level 5 (able to outperform 100% of humans). A scary thought? Or a vision of a better future? Host Jon Krohn details the strengths of this research in this Five-Minute Friday. Additional materials: www.superdatascience.com/748 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 747: Technical Intro to Transformers and LLMs, with Kirill Eremenko 2:06:31
2:06:31 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد2:06:31
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شدAttention and transformers in LLMs, the five stages of data processing, and a brand-new Large Language Models A-Z course: Kirill Eremenko joins host Jon Krohn to explore what goes into well-crafted LLMs, what makes Transformers so powerful, and how to succeed as a data scientist in this new age of generative AI. This episode is brought to you by Intel and HPE Ezmeral Software Solutions , and by Prophets of AI , the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Supply and demand in AI recruitment [08:30] • Kirill and Hadelin's new course on LLMs, “Large Language Models (LLMs), Transformers & GPT A-Z” [15:37] • The learning difficulty in understanding LLMs [19:46] • The basics of LLMs [22:00] • The five building blocks of transformer architecture [36:29] - 1: Input embedding [44:10] - 2: Positional encoding [50:46] - 3: Attention mechanism [54:04] - 4: Feedforward neural network [1:16:17] - 5: Linear transformation and softmax [1:19:16] • Inference vs training time [1:29:12] • Why transformers are so powerful [1:49:22] Additional materials: www.superdatascience.com/747…
Jon’s continuous calendar for 2024 is here! Now in an updated format, learn about its unique layout and benefits, and how it can revolutionize your planning for the new year Additional materials: www.superdatascience.com/746 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.…
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Super Data Science: ML & AI Podcast with Jon Krohn
1 745: 2024 Data Science Trend Predictions 1:30:09
1:30:09 پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد1:30:09
پخش در آینده پخش در آینده لیست ها پسندیدن دوست داشته شد2024 data science trends take the spotlight in this special episode, where Jon joins Sadie St. Lawrence to analyze last year's predictions and delve into the emerging technologies reshaping the field. From AI hardware accelerators to the transformative role of large language models, this episode is a treasure trove of insights for anyone interested in the future of data science. This episode is brought to you by CloudWolf , the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • Reviewing predictions for 2023 [05:56] • Sadie's trend predictions for 2024 [20:49] • 1: Hardware evolution [21:17] • 2: LLMOS [35:30] • 3: Slow-thinking model [48:18] • 4: Tool consolidation [54:46] • 5: Workforce Upheaval [58:06] • Jon's predictions [1:06:26] • 1: AI bubble bursting [1:08:11] • 2: Breakthroughs in Edge AI [1:12:22] • Sadie on her productivity planner [1:17:50] Additional materials: www.superdatascience.com/745…
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مشابه Super Data Science: ML & AI Podcast with Jon Krohn
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
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A podcast about web design and development.
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Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.
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On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
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Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Welcome to the Security Weekly Podcast Network, your all-in-one source for the latest in cybersecurity! This feed features a diverse lineup of shows, including Application Security Weekly, Business Security Weekly, Paul's Security Weekly, Enterprise Security Weekly, and Security Weekly News. Whether you're a cybersecurity professional, business leader, or tech enthusiast, we cover all angles of the cybersecurity landscape. Tune in for in-depth panel discussions, expert guest interviews, and ...
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Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
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Show notes are at https://stevelitchfield.com/sshow/chat.html
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