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PODCAST

Super Data Science: ML & AI Podcast with Jon Krohn

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there"s an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that

technology

All Episodes

96:11

817: The Positron IDE, Tidy NLP and MLOps with Dr....

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

2024/09/10

Dr. 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

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19:42

816: Explaining AGI to a 94-Year-Old

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

2024/09/06

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

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87:18

815: DataFrame Operations 100x Faster than Pandas,...

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

2024/09/03

Polars, 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

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4:06

814: Summer Reflections

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

2024/08/30

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

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103:30

813: Solving Business Problems Optimally with Data,...

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

2024/08/27

Jerry 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

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11:41

812: The AI Scientist: Towards Fully Automated,...

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

2024/08/23

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

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74:06

811: Scaling Data Science Teams Effectively, with...

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

2024/08/20

Nick 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

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8:49

810: The Five Levels of Self-Driving Cars

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

2024/08/16

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

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70:19

809: Agentic AI, with Shingai Manjengwa

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

2024/08/13

Agentic 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

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38:23

808: In Case You Missed It in July 2024

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

2024/08/09

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

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69:23

807: Superintelligence and the Six Singularities,...

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

2024/08/06

The 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

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18:44

806: Llama 3.1 405B: The First Open-Source Frontier LLM

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

2024/08/02

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

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55:06

805: How to Be a Supercommunicator, with Charles Duhigg

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

2024/07/30

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

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13:57

804: AI x Solar Power = Abundant Energy

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

2024/07/26

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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113:43

803: How to Thrive in Your (Data Science) Career,...

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

2024/07/23

Daliana 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

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01:17:05

801: Merged LLMs Are Smaller And More Capable, with...

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

2024/07/16

Merged 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

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00:43:37

800: A Transformative Century of Technological...

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

2024/07/12

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 Interested in sponsoring a SuperDataScience Podcast episode

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43:37

800: A Transformative Century of Technological...

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

2024/07/12

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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01:45:48

799: AGI Could Be Near: Dystopian and Utopian...

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

2024/07/09

No-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 (https://go.aws/3zWS0au) and AWS Trainium

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00:15:10

798: Claude 3.5 Sonnet: Frontier Capabilities & Slick...

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

2024/07/05

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

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