))
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
Play later
Play later
Lists
Like
Liked
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
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
Play later
Play later
Lists
Like
Liked
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 Folks, you may know it by now: I’m a huge sports fan! So needless to say that this episode was like being in a candy store for me. Paul Sabin is so knowledgeable that this conversation was an absolute blas…
…
continue reading
1
791: Reinforcement Learning from Human Feedback (RLHF), with Dr. Nathan Lambert
57:10
57:10
Play later
Play later
Lists
Like
Liked
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
1
790: Open-Source Libraries for Data Science at the New York R Conference
7:25
7:25
Play later
Play later
Lists
Like
Liked
7:25
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
1
784: Aligning Large Language Models, with Sinan Ozdemir
9:38
9:38
Play later
Play later
Lists
Like
Liked
9:38
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
Play later
Play later
Lists
Like
Liked
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
Play later
Play later
Lists
Like
Liked
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
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
Play later
Play later
Lists
Like
Liked
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
1
780: How to Become a Data Scientist, with Dr. Adam Ross Nelson
8:23
8:23
Play later
Play later
Lists
Like
Liked
8:23
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/780Interested in sponsoring a SuperDataScience…
…
continue reading
1
#105 The Power of Bayesian Statistics in Glaciology, with Andy Aschwanden & Doug Brinkerhoff
1:15:25
1:15:25
Play later
Play later
Lists
Like
Liked
1:15:25
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, Andy Aschwanden and Doug Brinkerhoff tell us about their work in glaciology and the application of Bayesian statistics in studying glaciers. They discuss the use of computer models and dat…
…
continue reading
1
779: The Tidyverse of Essential R Libraries and their Python Analogues, with Dr. Hadley Wickham
1:27:59
1:27:59
Play later
Play later
Lists
Like
Liked
1:27:59
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…
…
continue reading
1
778: Mixtral 8x22B: SOTA Open-Source LLM Capabilities at a Fraction of the Compute
6:52
6:52
Play later
Play later
Lists
Like
Liked
6:52
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.Addi…
…
continue reading
1
777: Generative AI in Practice, with Bernard Marr
1:08:49
1:08:49
Play later
Play later
Lists
Like
Liked
1:08:49
Generative AI is reshaping our world, and Bernard Marr, world-renowned futurist and best-selling author, joins Jon Krohn to guide us through this transformation. In this episode, Bernard shares his insights on how AI is transforming industries, revolutionizing daily life, and addressing global challenges. With his extensive experience advising top …
…
continue reading
