876: Hugging Face’s smolagents: Agentic AI in Python Made Easy

Super Data Science: ML & AI Podcast with Jon Krohn

Player FM - Internet Radio Done Right

53 subscribers

เพิ่มแล้วเมื่อ sixปีที่ผ่านมา

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

Squid Game: The Official Podcast

1
Keys and Knives - S3 Ep 1 26:28

۵ weeks پیش26:28

پخش در آینده

لیست ها

پسندیدن

دوست داشته شد

26:28

Squid Game is back—and this time, the knives are out. In the thrilling Season 3 premiere, Player 456 is spiraling and a brutal round of hide-and-seek forces players to kill or be killed. Hosts Phil Yu and Kiera Please break down Gi-hun’s descent into vengeance, Guard 011’s daring betrayal of the Game, and the shocking moment players are forced to choose between murdering their friends… or dying. Then, Carlos Juico and Gavin Ruta from the Jumpers Jump podcast join us to unpack their wild theories for the season. Plus, Phil and Kiera face off in a high-stakes round of “Hot Sweet Potato.” SPOILER ALERT! Make sure you watch Squid Game Season 3 Episode 1 before listening on. Play one last time. IG - @SquidGameNetflix X (f.k.a. Twitter) - @SquidGame Check out more from Phil Yu @angryasianman , Kiera Please @kieraplease and the Jumpers Jump podcast Listen to more from Netflix Podcasts . Squid Game: The Official Podcast is produced by Netflix and The Mash-Up Americans.…

17 weeks پیش 15:11

MP3•خانه قسمت

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.

987 قسمت

#Data Science #Science #Tech #Software Development #Jon Krohn

876: Hugging Face’s smolagents: Agentic AI in Python Made Easy

Super Data Science: ML & AI Podcast with Jon Krohn

53 subscribers

published 17 weeks پیش

اشتراک گذاری

MP3•خانه قسمت

Additional materials: www.superdatascience.com/876

Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

987 قسمت

#Data Science #Science #Tech #Software Development #Jon Krohn

ทุกตอน

1
909: Causal AI, with Dr. Robert Usazuwa Ness 1:22:27

1 day پیش1:22:27

1:22:27

Researcher at Microsoft Robert Usazuwa Ness talks to Jon Krohn about how to achieve causality in AI with correlation-based learning, the right libraries, and handling statistical inference. When dealing with causal AI, Robert notes how important it is to keep aware of variables in the data that may mislead us and force inaccurate assumptions. Not all variables will be useful. It is essential, then, that any assumptions are grounded in a deeper understanding of how the data were gathered, and not what appears in the dataset. Listen to the episode to hear how you can apply causal AI to your projects. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/907⁠⁠⁠⁠ 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.…

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908: AI Agents Blackmail Humans 96% of the Time (Agentic Misalignment) 8:50

۶ روز پیش8:50

8:50

The moral and ethical implications of letting AI take the wheel in business, as revealed by Anthropic: Jon Krohn looks into Anthropic’s latest research on how to use and deploy LLMs safely, specifically in business environments. The team designed scenarios to test the behavior of AI agents when given a goal and a set of obstacles to reach it. Those obstacles included 1) threats to the AI’s continued operation, and 2) conflict between the AI’s goals and the goals of the company. Hear Jon break down the results of this research in this Five-Minute Friday. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/908⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

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907: Neuroscience, AI and the Limitations of LLMs, with Dr. Zohar Bronfman 1:21:16

۹ روز پیش1:21:16

1:21:16

“Intelligence has many forms,” says Zohar Bronfman, who speaks with Jon Krohn about the fascinating intersection between computational neuroscience and philosophy, and how it has brought him closer to understanding what is necessary to develop human-like intelligence in machines, as well as his motivations for launching Pecan AI and why predictive models outstrip generative models in business. Additional materials: ⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/907⁠⁠⁠ 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: (03:47) Why LLMs aren’t bringing us closer to AGI (33:44) About Pecan AI (51:03) Why data modeling is so challenging (1:01:25) How Pecan AI makes its tools widely accessible…

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906: How Prof. Jason Corso Solved Computer Vision’s Data Problem 29:29

13 روز پیش29:29

29:29

Jason Corso speaks to Jon Krohn in this Five-Minute Friday all about Voxel51’s latest tool, Verified Auto-Labelling, and the company’s incredible success in developing popular tools for computer vision. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/906⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

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905: Why RAG Makes LLMs Less Safe (And How to Fix It), with Bloomberg’s Dr. Sebastian Gehrmann 57:49

16 روز پیش57:49

57:49

RAG LLMs are not safer: Sebastian Gehrmann speaks to Jon Krohn about his latest research into how retrieval-augmented generation (RAG) actually makes LLMs less safe, the three ‘H’s for gauging the effectivity and value of a RAG, and the custom guardrails and procedures we need to use to ensure our RAG is fit-for-purpose and secure. This is a great episode for anyone who wants to know how to work with RAG in the context of LLMs, as you’ll hear how to select the best model for purpose, useful approaches and taxonomies to keep your projects secure, and which models he finds safest when RAG is applied. Additional materials: ⁠⁠⁠⁠ ⁠⁠www.superdatascience.com/905⁠⁠ 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: (03:28) Findings from the paper “RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models” (09:35) What attack surfaces are in the context of AI (38:51) Small versus large models with RAG (46:27) How to select an LLM with safety in mind…

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904: A.I. is Disrupting the Entire Advertising Industry 9:14

20 روز پیش9:14

9:14

In this Five-Minute Friday, Jon Krohn reveals how AI is taking on the glitzy world of advertising. Bold claims from Meta and OpenAI contend that users will soon be able to plug in what they want and have AI churn out an ad campaign for little to no cost are shaking the advertising industry to its core. The fact that the four biggest sellers of ads (Google, Meta, Amazon, and ByteDance) are digital companies and accounted for over half of the global market in 2024 adds salt to the wound. Hear the three ways that AI is disrupting the industry, and who (or what) has the most influence on digital consumers to date. Additional materials: ⁠⁠⁠⁠⁠⁠ www.superdatascience.com/904 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

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903: LLM Benchmarks Are Lying to You (And What to Do Instead), with Sinan Ozdemir 1:28:20

23 روز پیش1:28:20

1:28:20

Has AI benchmarking reached its limit, and what do we have to fill this gap? Sinan Ozdemir speaks to Jon Krohn about the lack of transparency in training data and the necessity of human-led quality assurance to detect AI hallucinations, when and why to be skeptical of AI benchmarks, and the future of benchmarking agentic and multimodal models. Additional materials: ⁠⁠⁠⁠ ⁠www.superdatascience.com/903⁠ ⁠⁠⁠ 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: (16:48) Sinan’s new podcast, Practically Intelligent (21:54) What to know about the limits of AI benchmarking (53:22) Alternatives to AI benchmarks (1:01:23) The difficulties in getting a model to recognize its mistakes…

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902: In Case You Missed It in June 2025 29:29

27 روز پیش29:29

29:29

In this episode of “In Case You Missed It”, Jon recaps his June interviews on The SuperDataScience Podcast . Hear from Diane Hare, Avery Smith, Kirill Eremenko, and Shaun Johnson as they talk about the best portfolios for AI practitioners, how to stand out in a saturated candidate market for AI roles, how to tell when an AI startup is going places, and ways to lead AI change in business. Additional materials: ⁠ ⁠⁠www.superdatascience.com/902 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
901: Automating Legal Work with Data-Centric ML (feat. Lilith Bat-Leah) 1:06:12

30 روز پیش1:06:12

1:06:12

Senior Director of AI Labs for Epiq Lilith Bat-Leah speaks to Jon Krohn about the ways AI have disrupted the legal industry using LLMs and retrieval-augmented generation (RAG), as well as how the data-centric machine learning research movement (DMLR) is systematically improving data quality, and why that is so important. Additional materials: ⁠⁠⁠⁠ ⁠www.superdatascience.com/901⁠ ⁠⁠⁠ This episode is brought to you by the ⁠⁠ Dell AI Factory with NVIDIA ⁠⁠ and Adverity, the conversational analytics platform ⁠⁠⁠ . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:45) Deciphering legal tech terms (TAR, e-discovery) (13:47) How legal firms use data and AI (29:01) All about data-centric machine learning research (DMLR) (46:58) Lilith’s career journey in the AI industry…

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900: 95-Year-Old Annie on How to Stay Healthy and Happy 15:06

۵ weeks پیش15:06

15:06

“Stay happy and healthy”: In this special Five-Minute Friday, Jon Krohn speaks with Annie, his grandmother, on her 95th birthday. Hear how she is physically and mentally coping with illnesses that limit her mobility and the joys of having a pet. Additional materials: ⁠⁠⁠⁠ ⁠⁠www.superdatascience.com/900⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
899: Landing $200k+ AI Roles: Real Cases from the SuperDataScience Community, with Kirill Eremenko 1:33:12

۵ weeks پیش1:33:12

1:33:12

Data science skills, a data science bootcamp, and why Python and SQL still reign supreme: In this episode, Kirill Eremenko returns to the podcast to speak to Jon Krohn about SuperDataScience subscriber success stories, where to focus in a field that is evolving incredibly quickly, and why in-person working and networking might give you the edge over other candidates in landing a top AI role. Additional materials: ⁠⁠⁠⁠ www.superdatascience.com/899 ⁠⁠⁠ 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: (04:35) Stories from five SuperDataScience subscribers (27:32) How to secure a career in a fast-paced industry (44:19) How to stand out against huge competition in data science (1:01:40) The importance of communication in data science (1:16:41) Where to focus your skills in AI engineering…

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898: My Four-Hour Agentic AI Workshop is Live and 100% Free 5:06

۶ weeks پیش5:06

5:06

In this Five-Minute Friday, Jon Krohn announces his new, free workshop on Agentic AI. On this four-hour comprehensive course, you’ll learn the key terminology for working with these flexible, multi-agent systems and then get to grips with developing and deploying this artificial “team of experts” for all your AI-driven projects. Additional materials: ⁠⁠⁠⁠ ⁠www.superdatascience.com/898⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
897: How to Enable Enterprise AI Transformation, with Strategy Consultant Diane Hare 1:02:42

۶ weeks پیش1:02:42

1:02:42

Diane Hare talks to Jon Krohn about the power of storytelling for corporate buy-in of AI initiatives, how to actively implement AI to transform organizations, and how emerging professionals can upskill themselves. Hear how she discovered her background in storytelling at Ernst & Young and her work with Simon Sinek, which she finds to be integral to her process. Inspired by Sinek’s aphorism “start with why”, Diane notes that many companies neglect this crucial part of their mission because they never take the time to work on it. Additional materials: ⁠⁠⁠ www.superdatascience.com/897 ⁠⁠ 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: (04:51) How Y Carrot works with BizLove (14:19) How BizLove prioritizes change management (29:18) How to upskill effectively (42:37) How BizLove integrated data from two enterprises (48:52) How to enable change in your business…

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896: AI (Probably) Isn’t Taking Your Job (At Least Anytime Soon) 7:51

۷ weeks پیش7:51

7:51

The Economist reported that global Google searches for "AI unemployment" hit an all-time high earlier this year. But do we have to worry about AI taking our jobs? In this week’s Five-Minute Friday, Jon Krohn investigates whether the rise of AI has directly led to an increase in unemployment. Additional materials: ⁠⁠⁠⁠ www.superdatascience.com/896 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

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895: The Future of Enterprise AI: Investor Shaun Johnson Reveals What Actually Works 1:16:26

۷ weeks پیش1:16:26

1:16:26

How to get funded by a VC specializing in AI: Head of AIX Ventures Shaun Johnson talks to Jon Krohn about investment strategies, how to simplify AI adoption, why a little competition can be so beneficial to AI startups, and how Big Tech is circumventing anti-monopoly measures. Additional materials: ⁠ ⁠www.superdatascience.com/895⁠ This episode is brought to you by the ⁠⁠ Dell AI Factory with NVIDIA and by ⁠ Adverity, the conversational analytics platform . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (10:36) What Shaun looks for when evaluating early-stage AI startups (19:11) Building out AI startups (41:44) How AI practitioners can future-proof their careers (45:27) How to measure AI impact (53:30) The key verticals ripe for AI disruption…

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894: In Case You Missed It in May 2025 29:32

۸ weeks پیش29:32

29:32

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

۸ weeks پیش1:17:51

1:17:51

Avery 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…

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892: We’re In The AI “Trough of Disillusionment” (and that’s Great!) 12:24

۹ weeks پیش12:24

12:24

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.…

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891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler 1:02:08

۹ weeks پیش1:02:08

1:02:08

Martin 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…

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890: The “State of AI” Report 2025 6:44

10 weeks پیش6:44

6:44

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

10 weeks پیش1:06:59

1:06:59

Founder 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…

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888: Teams of Agents: The Next Frontier in AI Collaboration, with Mike Pell 31:32

11 weeks پیش31:32

31:32

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

11 weeks پیش1:02:04

1:02:04

Jon 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…

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886: In Case You Missed it In April 2025 35:49

12 weeks پیش35:49

35:49

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

12 weeks پیش1:15:22

1:15:22

Jeroen 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…

1
884: Model Context Protocol (MCP) and Why Everyone’s Talking About It 6:44

13 weeks پیش6:44

6:44

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

13 weeks پیش1:04:03

1:04:03

Returning 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…

1
882: 40x Hotter Than the Sun: The ASML Machines That Make AI Chips 9:45

14 weeks پیش9:45

9:45

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.…

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881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06

14 weeks پیش1:17:06

1:17:06

Emily 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…

1
880: Manus, DeepSeek and China’s AI Boom 10:17

15 weeks پیش10:17

10:17

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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مشابه Super Data Science: ML & AI Podcast with Jon Krohn

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876: Hugging Face’s smolagents: Agentic AI in Python Made Easy

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The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

مشابه Super Data Science: ML & AI Podcast with Jon Krohn

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Super Data Science: ML & AI Podcast with Jon Krohn « »
876: Hugging Face’s smolagents: Agentic AI in Python Made Easy