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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

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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01:09:59

797: Deep Learning Classics and Trends, with Dr....

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

2024/07/02

Dr. 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

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00:42:45

796: Earth's Coming Population Collapse and How AI...

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

2024/06/28

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

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01:06:40

795: Fast-Evolving Data and AI Regulatory Frameworks,...

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

2024/06/25

Gina 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 (go.aws/3zWS0au) and AWS Trainium (go.aws/3ycV6K0), by Crawlbase

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00:11:02

794: Exciting (and Frightening!) Trends in...

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

2024/06/21

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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01:33:20

793: Bayesian Methods and Applications, with...

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

2024/06/18

Bayesian 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

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00:22:42

792: In Case You Missed It in May 2024

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

2024/06/14

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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00:57:10

791: Reinforcement Learning from Human Feedback...

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

2024/06/11

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 (https://go.aws/3zWS0au) and AWS Trainium (https://go.aws/3ycV6K0), and Crawlbase (https://crawlbase.com), the ultimate data crawling platform

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