841: Andrew Ng on AI Vision, Agents and Business Value

Super Data Science: ML & AI Podcast with Jon Krohn

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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

What Should I Do With My Money?

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Can We Afford a Wedding, a Home and IVF? 26:12

22 روز پیش26:12

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دوست داشته شد

26:12

As a newly engaged couple, Jules and Shay have a lot to look forward to: a destination wedding, starting fertility treatments and the potential of buying a home. But their goals have a short horizon, are they able to save enough to accomplish three large milestones within a five-year period? In this episode, Jules and Shay sit down with Carolina, a Morgan Stanley Financial Advisor to discuss short- and long-term savings strategies, utilizing company benefits and how their families can help them save for a down payment . For more information about this episode and the topics covered, check out our episode page and explore how you can connect with a Morgan Stanley Financial Advisor . Important information about your relationship with your Financial Advisor and Morgan Stanley Smith Barney LLC when using a Financial Planning tool. 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Morgan Stanley Wealth Management is a business of Morgan Stanley Smith Barney LLC. Morgan Stanley Smith Barney LLC is a registered Broker/Dealer, and not a bank. Where appropriate, Morgan Stanley Smith Barney LLC has entered into arrangements with banks and other third parties to assist in offering certain banking related products and services. Investment, insurance and annuity products offered through Morgan Stanley Smith Barney LLC are: NOT FDIC INSURED | MAY LOSE VALUE | NOT BANK GUARANTEED | NOT A BANK DEPOSIT | NOT INSURED BY ANY FEDERAL GOVERNMENT AGENCY © 2025 Morgan Stanley Smith Barney LLC. Member SIPC. CRC# 4766848 (09/2025)…

حدود یک سال پیش 26:21

MP3•خانه قسمت

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

1007 قسمت

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

841: Andrew Ng on AI Vision, Agents and Business Value

Super Data Science: ML & AI Podcast with Jon Krohn

49 subscribers

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

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

1007 قسمت

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

همه قسمت ها

1
929: Dragon Hatchling: The Missing Link Between Transformers and the Brain, with Adrian Kosowski 1:14:28

1 day پیش1:14:28

1:14:28

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928: The “Lethal Trifecta”: Can AI Agents Ever Be Safe? 5:55

۶ روز پیش5:55

5:55

Prompt injections, malicious code, and AI agents: In this week’s Five-Minute Friday, Jon Krohn looks into the current security weaknesses found in AI systems. A structural vulnerability that The Economist dubs a “lethal trifecta” could cause havoc for AI users, unless we take the necessary steps to contain our systems. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/928⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
927: Automating Code Review with AI, feat. CodeRabbit’s David Loker 1:19:18

۹ روز پیش1:19:18

1:19:18

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926: AI is Disrupting the Legal Industry: Are Paralegals Doomed? 4:47

13 روز پیش4:47

4:47

In this Five-Minute Friday, Jon Krohn explores how AI is reshaping the legal industry. He investigates how AI tools are helping lawyers make conclusions faster, how paralegals are being retrained, and the latest in-demand role in law (hint: It concerns AI). Listen to hear how Harvey AI and Thomson Reuters’ CoCounsel are using AI to help lawyers get ahead. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠www.superdatascience.com/926⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
925: AI, Automation and the Future of Work, with Oxford’s Prof. Carl Benedikt Frey 1:10:06

16 روز پیش1:10:06

1:10:06

Tech innovation’s dependence on economic systems, trust in technology throughout history, and job displacement through AI: The Dieter Schwartz Associate Professor of AI and work at the University of Oxford, Carl Benedikt Frey, talks to Jon Krohn about his latest book, How Progress Ends , as well as how different economic systems deal with innovation and scaling, dealing with the homogeneity of generative AI output, and how to stay afloat in the new wave of job automation. This episode is brought to you by the ⁠ Dell ⁠ , by ⁠ Intel ⁠ , by ⁠ ODSC, the Open Data Science Conference ⁠ and by ⁠ Gurobi ⁠ . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/925 ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:00) All about How Progress Ends: Technology, Innovation, and the Fate of Nations (14:26) The role of weak ties in driving technological innovation (18:22) How to keep innovating as a big business (48:05) What we can learn and apply from previous industrial revolutions (54:33) How workers can try to ‘future-proof’ themselves…

1
924: 95% of Enterprise AI Projects Fail (Per MIT Research) 5:27

20 روز پیش5:27

5:27

MIT lab NANDA (“Networked AI Agents in Decentralized Architecture”) reveals less than promising results for the future of AI adoption in businesses. According to “The GenAI Divide: State of AI in Business 2025”, a whopping 95% of enterprise AI projects “are getting zero return” on their $30-40 billion investment. Jon Krohn takes this Five-Minute Friday to look into why this has happened, with help from a critical response to the report written by Futuriom ’s R. Scott Raynovich. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠www.superdatascience.com/924⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
923: Graph Algorithms, GraphRAG and Causal Graphs, with Graph Guru Amy Hodler 1:03:47

23 روز پیش1:03:47

1:03:47

Graphs, but not as you would expect them: Graph analytics guru Amy Hodler speaks to Jon Krohn about the graph data structure and graph applications, graph algorithms, graph RAG, and graphs as memory systems for AI agents. We can use graphs in a surprising number of ways. Money laundering and fraud, as well as supply-chain crime, leave breadcrumbs at multiple “touch-points” over time, behaviors that graphs are better suited to reveal than rows and tables. Amy sees that most interest in graphs has been in the cybersecurity space. But this work isn’t only restricted to fighting crime! Listen to the episode to hear more case examples and how to get into graph work. This episode is brought to you by the Dell , by the Intel , by ODSC, the Open Data Science Conference and by Gurobi . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/923⁠ ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: 01:49) A brief history of graphs (10:08) Uncovering fraud with graphs (28:31) Where graphs are most commonly applied, to date (34:49) Retrieval augmented generation graphs (48:04) The future of graphs…

1
922: AI for Manufacturing and Industry, with Hugo Dozois-Caouette 28:29

27 روز پیش28:29

28:29

Hugo Dozois-Caouette speaks to Jon Krohn about his startup MaintainX and how he secured $254 million in venture capital, reaching a $2.5 billion valuation. MaintainX builds computerized maintenance management systems (CMMS) and enterprise asset management (EAM) software for industrial and manufacturing companies. This "digital clipboard" delivered through web and mobile apps connects machines, work orders, and frontline teams to boost productivity, reduce downtime, and prevent costly breakdowns. The platform captures knowledge from experienced workers and delivers AI-powered insights, with features like MaintainX CoPilot helping teams troubleshoot issues and make faster decisions. Listen to the episode to hear Hugo's perspective on manufacturing gaps that technology can fill, MaintainX's tech stack, and how CMMS platforms address information disconnects that slow down frontline teams. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠www.superdatascience.com/922⁠ ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
921: NPUs vs GPUs vs CPUs for Local AI Workloads, with Dell’s Ish Shah and Shirish Gupta 1:12:12

30 روز پیش1:12:12

1:12:12

Using Windows for AI development and the bleeding edge of NPUs: Shirish Gupta and Ish Shah from Dell Technologies speak to Jon Krohn about the latest products from Dell, the future of neural-processing units (NPUs), and how AI developers can make sound hardware investments. This episode is brought to you by the Trainium2, the latest AI chip from AWS , by ODSC, the Open Data Science Conference and by Gurobi. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠www.superdatascience.com/921 ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:18) Why Windows still outranks other operating systems (20:58) The difference between GPUs and NPUs (32:44) How to access and use Dell’s NPUs and GPUs (49:08) Using processing units on the cloud versus locally (57:43) About the Dell Pro Max…

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920: In Case You Missed It in August 2025 21:57

۵ weeks پیش21:57

21:57

This month’s episode of In Case You Missed It gives us reasons to be cautiously optimistic about the future of large language models (LLMs), with guests discussing what to do about recent reports that found AI agents blackmailed human users when threatened, the importance of post-training LLMs, and the training we have available for data and AI engineers to create robust, secure, and useful AI. Jon Krohn includes clips from his interviews with Akshay Agrawal (Episode 911), Julien Launay (Episode 913), Michelle Yi (Episode 915), and Kirill Eremenko (Episode 917). Additional materials: ⁠ ⁠⁠⁠⁠www.superdatascience.com/920⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

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919: Hopes and Fears of AGI, with All-Time Bestselling ML Author Aurélien Géron 1:29:51

۵ weeks پیش1:29:51

1:29:51

PyTorch, AGI, and the future of alignment research: Aurélien Géron joins Jon Krohn in this live interview to talk about the fourth edition of his bestselling Hands-On Machine Learning as well as what superintelligence makes him hopeful for, as well as what concerns him about machines surpassing human intelligence. This episode is brought to you by Gurobi and by the Dell AI Factory with NVIDIA ⁠ Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠www.superdatascience.com/919⁠⁠ ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (02:04) Why Aurélien wrote Hands-On Machine Learning (20:54) How Aurélien came to decide on material for the new edition (28:53) Aurélien’s predictions for AGI (51:21) How to support alignment research (1:13:42) Does superintelligence mean super-capability…

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918: Multi-Agent Systems with CrewAI 9:16

۶ weeks پیش9:16

9:16

In this Five-Minute Friday, Jon Krohn introduces listeners to CrewAI, an open-source Python framework that can create and manage multi-agent teams. The clue is in the title: CrewAI assembles specialized agents into single “crews” that achieve complex goals between them. CrewAI’s agent teams can also learn and iterate, meaning that after the crew has achieved its goals for the first time, they can refine and tailor their approach to future goals. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠www.superdatascience.com/918⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
917: 8 Steps to Becoming an AI Engineer, with Kirill Eremenko 1:15:33

۶ weeks پیش1:15:33

1:15:33

Founder of SuperDataScience, Kirill Eremenko, talks to Jon Krohn about how he found the best tools and approaches to help launch his 8-week AI engineering bootcamp. He breaks down the topics participants cover each week, and he also shares his tips with listeners who might want to start their own tech bootcamp or sign up for SuperDataScience’s September 2025 cohort. This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC, the Open Data Science Conference Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/917⁠ ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (10:58) Weeks 1-4 of the SuperDataScience bootcamp (37:52) How to use AI to drive the bottom line in business (47:50) Weeks 5-8 of the SuperDataScience bootcamp (54:50) How to convert LLMs to agents (1:09:33) Jon’s feedback on the SuperDataSciencebootcamp…

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916: The 5 Key GPT-5 Takeaways 9:40

۷ weeks پیش9:40

9:40

GPT-5 has just been released, but with not very much fanfare. In this Five-Minute Friday, Jon Krohn asks if GPT-5 deserves the community’s underwhelmed response to its release. He outlines five features of the model and explains why people might be feeling less than enthusiastic in the broader context of LLM development. Which LLMs are leading the way, and which are still playing the game of catch-up? Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠www.superdatascience.com/916⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

1
915: How to Jailbreak LLMs (and How to Prevent It), with Michelle Yi 1:09:33

۷ weeks پیش1:09:33

1:09:33

Tech leader, investor, and Generationship cofounder Michelle Yi talks to Jon Krohn about finding ways to trust and secure AI systems, the methods that hackers use to jailbreak code, and what users can do to build their own trustworthy AI systems. Learn all about “red teaming” and how tech teams can handle other key technical terms like data poisoning, prompt stealing, jailbreaking and slop squatting. This episode is brought to you by ⁠ Trainium2, the latest AI chip from AWS ⁠ and by the ⁠ Dell AI Factory with NVIDIA ⁠ . Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ www.superdatascience.com/915 ⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:31) What “trustworthy AI” means (31:15) How to build trustworthy AI systems (46:55) About Michelle’s “sorry bench” (48:13) How LLMs help construct causal graphs (51:45) About Generationship…

Super Data Science: ML & AI Podcast with Jon Krohn

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

15 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…

Super Data Science: ML & AI Podcast with Jon Krohn

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

16 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

16 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
896: AI (Probably) Isn’t Taking Your Job (At Least Anytime Soon) 7:51

17 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

17 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
894: In Case You Missed It in May 2025 29:32

18 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
893: How to Jumpstart Your Data Career (by Applying Like a Scientist), with Avery Smith 1:17:51

18 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
892: We’re In The AI “Trough of Disillusionment” (and that’s Great!) 12:24

19 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

19 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
890: The “State of AI” Report 2025 6:44

20 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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889: AI-Powered Virtual Reality: The Future of Education and Entertainment, with Mary Spio 1:06:59

20 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
888: Teams of Agents: The Next Frontier in AI Collaboration, with Mike Pell 31:32

21 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
887: Multi-Agent Teams, Quantum Computing and the Future of Work, with Dell’s Global CTO John Roese 1:02:04

21 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
886: In Case You Missed it In April 2025 35:49

22 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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885: Python Polars: The Definitive Guide, with Jeroen Janssens and Thijs Nieuwdorp 1:15:22

22 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
914: Data Lakes 101 (and Why They’re Key for AI Models), with Oz Katz 25:52

۸ weeks پیش25:52

25:52

In this Five-Minute Friday, Cofounder and CTO of lakeFS Oz Katz talks to Jon Krohn about data warehouses, data lakes, and how companies can handle increasingly complex data infrastructures and formats. Hear about lakeFS’s collaboration with Legofest, lakeFS’s approach to helping users collaborate on data lakes, and how to overcome the challenges of working with multimodal data. Additional materials: ⁠ www.superdatascience.com/914⁠ This episode is brought to you by the ⁠Dell AI Factory with NVIDIA⁠ .…

Super Data Science: ML & AI Podcast with Jon Krohn

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913: LLM Pre-Training and Post-Training 101, with Julien Launay 1:15:16

۸ weeks پیش1:15:16

1:15:16

Julien Launay launched Adaptive to give data science teams in business enterprises their “RLOps tooling” to make reinforcement learning easier. Talking to Jon Krohn, Julien says, “Most of our users are data scientists who write Python codes to interface with the system”. Adaptive is also able to work with companies without data science teams, collaborating with partners like Deloitte to add the necessary personnel. Julien is currently working on making his platform more widely available. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠⁠www.superdatascience.com/913⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
912: In Case You Missed It in July 2025 32:38

۹ weeks پیش32:38

32:38

In this episode of In Case You Missed It, we look back on five great interview episodes from July. Hear from Lilith Bat-Leah (Episode 901), Sinan Ozdemir (Episode 903), Sebastian Gehrmann (Episode 905), Zohar Bronfman (Episode 907) and Robert Ness (Episode 909). They’ll tell you why data-centric machine learning is so important across disciplines, starting with law, and how we can use AI benchmarks and “red teaming” to refine our search for the best AI models. Additional materials: ⁠ ⁠⁠⁠www.superdatascience.com/912 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
911: The Future of Python Notebooks is Here, with Marimo’s Dr. Akshay Agrawal 58:20

۹ weeks پیش58:20

58:20

Reproducibility, Python notebooks, and data science communities: Software developer Akshay Agrawal speaks to Jon Krohn about Marimo, the next-generation computational notebook for Python, how he built and fostered a thriving community around the product, and what makes this notebook so versatile and accessible for users. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠ ⁠www.superdatascience.com/911⁠⁠⁠⁠⁠ 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
910: AI is Disrupting Journalism: The Good, The Bad and The Opportunity 10:24

10 weeks پیش10:24

10:24

In this Five-Minute Friday, Jon Krohn looks into AI’s disruption of the journalism industry and how it has fundamentally reshaped news production. Multiple news outlets’ suing of ChatGPT over its use of copyrighted materials may have taken the most headlines to date, but this isn’t to say news media is rebuffing AI entirely. On the contrary, several outlets have launched summarization and analysis tools for both internal and external use, such as The New York Times’s Echo and The Washington Post’s Haystacker. This episode looks into the ways major news outlets are utilising AI, and what this means for journalists. Additional materials: ⁠⁠⁠⁠⁠⁠ ⁠⁠www.superdatascience.com/910⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

10 weeks 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
908: AI Agents Blackmail Humans 96% of the Time (Agentic Misalignment) 8:50

11 weeks 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

11 weeks 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
906: How Prof. Jason Corso Solved Computer Vision’s Data Problem 29:29

12 weeks 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
905: Why RAG Makes LLMs Less Safe (And How to Fix It), with Bloomberg’s Dr. Sebastian Gehrmann 57:49

12 weeks 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
904: A.I. is Disrupting the Entire Advertising Industry 9:14

13 weeks 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

13 weeks 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
902: In Case You Missed It in June 2025 29:29

14 weeks 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.…

Super Data Science: ML & AI Podcast with Jon Krohn

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

14 weeks 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…

Super Data Science: ML & AI Podcast with Jon Krohn

1
900: 95-Year-Old Annie on How to Stay Healthy and Happy 15:06

15 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.…

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