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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

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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00:07:25

790: Open-Source Libraries for Data Science at the...

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

2024/06/07

The experts reveal their top open-source R libraries with us live from the New York R Conference! This Super Data Science Podcast episode features an exclusive panel with data science trailblazers Drew Conway, Jared Lander, Emily Zabor, and JD Long. They share their favorite R libraries and valuable insights to enhance your data science practice.Additional materials: www.superdatascience.com/790 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience

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01:14:49

789: ML for Wind-Powered Energy Generation, with Dr....

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

2024/06/04

Machine Learning for Wind Energy is front and center in this episode as Jon Krohn is joined by Dr. Jason Yosinski, CEO of Windscape AI. Dr. Yosinski brings to light the latest ML advancements sparking significant changes in renewable energy. Tune in for a comprehensive review of these cutting-edge technologies and their expansive impact on the industry and the environment's well-being.This episode is brought to you by Crawlbase (https://crawlbase.com), the ultimate data crawling platform

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00:10:07

788: Multi-Agent Systems: How Teams of LLMs Excel at...

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

2024/05/31

Multi-agent systems could mark a significant turning point in generative AI. From mastering increasingly complex tasks to getting LLMs to collaborate, in this Five-Minute Friday, Jon Krohn discusses the systems that are working to bridge the remaining gaps left by the latest large language models (LLMs).Additional materials: www.superdatascience.com/788 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.

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00:56:18

787: MLOps: The Job and The Key Tools, with Demetrios...

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

2024/05/28

MLOps, how to build an online community, and tools for scaling LLMs: In this episode, Demetrios Brinkmann speaks to Jon Krohn about the similarities and differences between LLMOps, MLOps and DevOps, and why this should matter to companies looking to hire such engineers. You will also hear how to get involved in the MLOps community wherever you are in the world, and how you can start developing great products with the available tools.This episode is brought to you by AWS Inferentia

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00:27:21

786: The Six Keys to Data Scientists' Success, with...

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

2024/05/24

Learn about the six keys to data science success as host Jon Krohn welcomes back Kirill Eremenko, the mastermind behind SuperDataScience. Kirill shares his top insights on data science careers, from building strong portfolios to leveraging mentors and hands-on labs. With over 2.7 million students, his advice is a must-hear for aspiring and experienced data scientists alike.Additional materials: www.superdatascience.com/786 Interested in sponsoring a SuperDataScience Podcast episode? Visit

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01:06:06

785: Math, Quantum ML and Language Embeddings, with...

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

2024/05/21

Dr. Luis Serrano from the Serrano Academy reveals how to make Math and Quantum ML accessible, tackles the challenges of teaching A.I. to beginners, and explores the power of embeddings in enterprise applications. Explore the future of Quantum Machine Learning and the latest trends in AI, including multimodality and autonomous systems. This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and AWS Trainium (https://go.aws/3ycV6K0). Interested in sponsoring a SuperDataScience

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00:09:38

784: Aligning Large Language Models, with Sinan Ozdemir

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

2024/05/17

Aligning LLMs: How can we teach pre-trained LLMs to hold a conversation and learn new information from each other? This was where Sinan Ozdemir began his investigation into aligning LLMs. In this episode, he talks to Jon Krohn about the limitations of definitions for LLMs, training LLMs, and whether it is possible to train an LLM without alignment. Additional materials: www.superdatascience.com/784 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience

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01:05:51

783: Generative A.I. for Solar Power Installation,...

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

2024/05/14

Recent advances in GenAI, how to tackle the climate crisis with advanced technology, and addressing the knowledge gap in understanding AI: Jon Krohn speaks to Flypower co-founder and CEO Navdeep Martin about the advances made in GenAI, from products to applications, and how we might use AI to tackle climate change. This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and AWS Trainium (https://go.aws/3ycV6K0). Interested in sponsoring a SuperDataScience Podcast episode? Visit

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00:40:53

782: In Case You Missed It in April 2024

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

2024/05/10

Hear Jon Krohn’s favorite five clips from his April interviews. Chief Scientist at Posit PBC Hadley Wickham on the subtle differences between Python and R. Professor of Business Analytics Barrett Thomas walks through the variables that companies should consider when using drones or any other tech to improve their business operations and bottom line. Aleksa Gordić, Founder of Runa AI believes an overhaul of the current educational system is long overdue. Bernard Marr discusses the future of GenAI and

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01:04:48

781: Ensuring Successful Enterprise AI Deployments,...

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

2024/05/07

Sol Rashidi, a distinguished data executive who has served in C-suite roles at Fortune 100 companies, joins Jon Krohn to delve into successful enterprise AI strategies and the reasons behind the high turnover among Chief Data Officers. This episode provides an in-depth look at selecting AI projects that succeed and understanding the strategic value of patents in various industries. Benefit from Sol’s extensive experience and practical advice on navigating complex corporate challenges. This episode

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00:08:23

780: How to Become a Data Scientist, with Dr. Adam...

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

2024/05/03

Want to become a data scientist? Jon and Adam discuss the key steps to becoming a data scientist, with a focus on developing portfolio projects. Hear about the 10 project ideas Adam recommends in his book to help you stand out in the data science community.Additional materials: www.superdatascience.com/780 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.

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01:27:59

779: The Tidyverse of Essential R Libraries and their...

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

2024/04/30

Tidyverse, ggplot2, and the secret to a tech company’s longevity: Hadley Wickham talks to Jon Krohn about Posit’s rebrand, Tidyverse and why it needs to be in every data scientist’s toolkit, and why getting your hands dirty with open-source projects can be so lucrative for your career. This episode is brought to you by Intel and HPE Ezmeral Software (https://bit.ly/hpeintel). Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship

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00:06:52

778: Mixtral 8x22B: SOTA Open-Source LLM Capabilities...

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

2024/04/26

Mixtral 8x22B is the focus on this week's Five-Minute Friday. Jon Krohn examines how this model from French AI startup Mistral leverages its mixture-of-experts architecture to redefine efficiency and specialization in AI-powered tasks. Tune in to learn about its performance benchmarks and the transformative potential of its open-source license. Additional materials: www.superdatascience.com/778 Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for

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