Are you a researcher or data scientist / analyst / ninja? Do you want to learn Bayesian inference, stay up to date or simply want to understand what Bayesian inference is? Then this podcast is for you! You'll hear from researchers and practitioners of all fields about how they use Bayesian statistics, and how in turn YOU can apply these methods in your modeling workflow. When I started learning Bayesian methods, I really wished there were a podcast out there that could introduce me to the me ...
…
continue reading
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 pro ...
…
continue reading
1
793: Bayesian Methods and Applications, with Alexandre Andorra
1:33:20
1:33:20
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:33:20
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…
…
continue reading
1
797: Deep Learning Classics and Trends, with Dr. Rosanne Liu
1:09:59
1:09:59
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:09:59
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 …
…
continue reading
1
796: Earth's Coming Population Collapse and How AI Can Help, with Simon Kuestenmacher
42:45
42:45
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
42:45
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 …
…
continue reading
1
795: Fast-Evolving Data and AI Regulatory Frameworks, with Dr. Gina Guillaume-Joseph
1:06:40
1:06:40
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:06:40
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 MI…
…
continue reading
1
#109 Prior Sensitivity Analysis, Overfitting & Model Selection, with Sonja Winter
1:10:50
1:10:50
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:10:50
Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! My Intuitive Bayes Online Courses 1:1 Mentorship with me Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work ! Visit our Patreon page to unlock exclusive Bayesian swag ;) Takeaways Bayesian methods align…
…
continue reading
1
794: Exciting (and Frightening!) Trends in Open-Source AI
11:02
11:02
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
11:02
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/794Interested in…
…
continue reading
1
792: In Case You Missed It in May 2024
22:42
22:42
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
22:42
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…
…
continue reading
1
#108 Modeling Sports & Extracting Player Values, with Paul Sabin
1:18:04
1:18:04
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:18:04
Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! My Intuitive Bayes Online Courses 1:1 Mentorship with me Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work! Visit our Patreon page to unlock exclusive Bayesian swag ;) Takeaways Convincing non-stats st…
…
continue reading
1
791: Reinforcement Learning from Human Feedback (RLHF), with Dr. Nathan Lambert
57:10
57:10
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
57:10
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 Infere…
…
continue reading
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.Ad…
…
continue reading
1
789: ML for Wind-Powered Energy Generation, with Dr. Jason Yosinski
1:14:49
1:14:49
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:14:49
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 indu…
…
continue reading
1
788: Multi-Agent Systems: How Teams of LLMs Excel at Complex Tasks
10:07
10:07
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
10:07
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.co…
…
continue reading
1
#107 Amortized Bayesian Inference with Deep Neural Networks, with Marvin Schmitt
1:21:37
1:21:37
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:21:37
Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! My Intuitive Bayes Online Courses 1:1 Mentorship with me In this episode, Marvin Schmitt introduces the concept of amortized Bayesian inference, where the upfront training phase of a neural network is followed by fast posterior inference. Marvin will guide us th…
…
continue reading
1
787: MLOps: The Job and The Key Tools, with Demetrios Brinkmann
56:18
56:18
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
56:18
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 …
…
continue reading
1
786: The Six Keys to Data Scientists' Success, with Kirill Eremenko
27:21
27:21
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
27:21
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 experien…
…
continue reading
1
785: Math, Quantum ML and Language Embeddings, with Dr. Luis Serrano
1:06:06
1:06:06
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:06:06
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 i…
…
continue reading
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.…
…
continue reading
1
#106 Active Statistics, Two Truths & a Lie, with Andrew Gelman
1:16:47
1:16:47
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:16:47
Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! My Intuitive Bayes Online Courses 1:1 Mentorship with me If there is one guest I don’t need to introduce, it’s mister Andrew Gelman. So… I won’t! I will refer you back to his two previous appearances on the show though, because learning from Andrew is always a p…
…
continue reading
1
783: Generative A.I. for Solar Power Installation, with Navdeep Martin
1:05:51
1:05:51
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:05:51
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 …
…
continue reading
1
782: In Case You Missed It in April 2024
40:53
40:53
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
40:53
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…
…
continue reading
1
781: Ensuring Successful Enterprise AI Deployments, with Sol Rashidi
1:04:48
1:04:48
Toista myöhemmin
Toista myöhemmin
Listat
Tykkää
Tykätty
1:04:48
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…
…
continue reading