Learning Bayesian Statistics

#157 Amortized Inference & BayesFlow in Practice, with Stefan Radev

06 May 2026

Contributed by Lukas

Support & Resources→ Support the show on Patreon→ Bayesian Modeling Course (first 2 lessons free)Our theme music is « Good Bayesian », by Ba...

How to Design Better Experiments with Expected Information Gain

01 May 2026

Contributed by Lukas

Today's clip is from Episode 156 featuring Adam Foster. In this conversation, Adam explains Expected Information Gain (EIG) -the scoring function at t...

#156 Bayesian Experimental Design & Active Learning, with Adam Foster

25 Apr 2026

Contributed by Lukas

Support & Resources→ Support the show on Patreon→ Bayesian Modeling Course (first 2 lessons free)Our theme music is « Good Bayesian », by Ba...

Pricing Under Uncertainty: A Bayesian Workflow

16 Apr 2026

Contributed by Lukas

Today's clip is from Episode 152 of the podcast, featuring Daniel Saunders. In this conversation, Daniel explores how Bayesian decision theory handles...

#155 Probabilistic Programming for the Real World, with Andreas Munk

08 Apr 2026

Contributed by Lukas

Support & Resources→ Support the show on Patreon→ Bayesian Modeling Course (first 2 lessons free): Our theme music is « Good Bayesian », by ...

Bitesize | "What Would Have Happened?" - Bayesian Synthetic Control Explained

02 Apr 2026

Contributed by Lukas

Today's clip is from Episode 154 of the podcast, with Thomas Pinder.In this conversation, Thomas Pinder explains how Bayesian methods naturally lend t...

#154 Bayesian Causal Inference at Scale, with Thomas Pinder

25 Mar 2026

Contributed by Lukas

• Support & get perks!• Bayesian Modeling course (first 2 lessons free)Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars ...

#153 The Neuroscience of Philanthropy, with Cherian Koshy

11 Mar 2026

Contributed by Lukas

• Support & get perks!• Bayesian Modeling course (first 2 lessons free)Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars ...

Bitesize | How To Model Risk Aversion In Pricing?

04 Mar 2026

Contributed by Lukas

Today's clip is from Episode 152 of the podcast, with Daniel Saunders. In this conversation, Daniel Saunders explains how to incorporate risk aversion...

#152 A Bayesian decision theory workflow, with Daniel Saunders

26 Feb 2026

Contributed by Lukas

• Support & get perks!• Proudly sponsored by PyMC Labs! Get in touch at [email protected]• Intro to Bayes and Advanced Regression c...

BITESIZE | How Do Diffusion Models Work?

19 Feb 2026

Contributed by Lukas

Today's clip is from Episode 151 of the podcast, with Jonas ArrudaIn this conversation, Jonas Arruda explains how diffusion models generate data by l...

151 Diffusion Models in Python, a Live Demo with Jonas Arruda

12 Feb 2026

Contributed by Lukas

• Support & get perks!• Proudly sponsored by PyMC Labs! Get in touch at [email protected]• Intro to Bayes and Advanced Regression c...

#150 Fast Bayesian Deep Learning, with David Rügamer, Emanuel Sommer & Jakob Robnik

28 Jan 2026

Contributed by Lukas

• Support & get perks!• Proudly sponsored by PyMC Labs! Get in touch at [email protected]• Intro to Bayes and Advanced Regression c...

BITESIZE | Building Resilience in Modern Tech Careers

21 Jan 2026

Contributed by Lukas

Today’s clip is from episode 149 of the podcast, with Alana Karen.This conversation explores the evolving landscape of technology, particularly in S...

#149 The Future of Work in Tech, with Alana Karen

14 Jan 2026

Contributed by Lukas

• Support & get perks!• Proudly sponsored by PyMC Labs! Get in touch at [email protected]• Intro to Bayes and Advanced Regression c...

BITESIZE | The Trial Design That Learns in Real Time

07 Jan 2026

Contributed by Lukas

Today’s clip is from episode 148 of the podcast, with Scott Berry. In this conversation, Alex and Scott discuss emphasizing the shift from frequenti...

#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry

30 Dec 2025

Contributed by Lukas

• Support & get perks!• Proudly sponsored by PyMC Labs. Get in touch and tell them you come from LBS!• Intro to Bayes and Advanced Regressio...

BITESIZE | Making Variational Inference Reliable: From ADVI to DADVI

17 Dec 2025

Contributed by Lukas

Today’s clip is from episode 147 of the podcast, with Martin Ingram.Alex and Martin discuss the intricacies of variational inference, particularly f...

#147 Fast Approximate Inference without Convergence Worries, with Martin Ingram

12 Dec 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Why Bayesian Stats Matter When the Physics Gets Extreme

05 Dec 2025

Contributed by Lukas

Today’s clip is from episode 146 of the podcast, with Ethan Smith.Alex and Ethan discuss the application of Bayesian inference in high energy densit...

#146 Lasers, Planets, and Bayesian Inference, with Ethan Smith

27 Nov 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | How to Thrive in an AI-Driven Workplace?

20 Nov 2025

Contributed by Lukas

Today’s clip is from episode 145 of the podcast, with Jordan Thibodeau.Alexandre Andorra and Jordan Thibodeau discuss the transformative impact of ...

#145 Career Advice in the Age of AI, with Jordan Thibodeau

12 Nov 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Why is Bayesian Deep Learning so Powerful?

05 Nov 2025

Contributed by Lukas

Today’s clip is from episode 144 of the podcast, with Maurizio Filippone.In this conversation, Alex and Maurizio delve into the intricacies of Gauss...

#144 Why is Bayesian Deep Learning so Powerful, with Maurizio Filippone

30 Oct 2025

Contributed by Lukas

Sign up for Alex's first live cohort, about Hierarchical Model building!Get 25% off "Building AI Applications for Data Scientists and Software Enginee...

BITESIZE | Are Bayesian Models the Missing Ingredient in Nutrition Research?

23 Oct 2025

Contributed by Lukas

Sign up for Alex's first live cohort, about Hierarchical Model buildingSoccer Factor Model DashboardToday’s clip is from episode 143 of the podcast,...

#143 Transforming Nutrition Science with Bayesian Methods, with Christoph Bamberg

15 Oct 2025

Contributed by Lukas

Sign up for Alex's first live cohort, about Hierarchical Model building!Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get ...

BITESIZE | How Bayesian Additive Regression Trees Work in Practice

09 Oct 2025

Contributed by Lukas

Soccer Factor Model DashboardUnveiling True Talent: The Soccer Factor Model for Skill EvaluationLBS #91, Exploring European Football Analytics, with M...

#142 Bayesian Trees & Deep Learning for Optimization & Big Data, with Gabriel Stechschulte

02 Oct 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Get early access to Alex's next live-cohort courses!Intro to Ba...

BITESIZE | How Probability Becomes Causality?

24 Sep 2025

Contributed by Lukas

Get early access to Alex's next live-cohort courses!Today’s clip is from episode 141 of the podcast, with Sam Witty.Alex and Sam discuss the ChiRho ...

#141 AI Assisted Causal Inference, with Sam Witty

18 Sep 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Get early access to Alex's next live-cohort courses!Enroll in t...

BITESIZE | How to Think Causally About Your Models?

10 Sep 2025

Contributed by Lukas

Get early access to Alex's next live-cohort courses!Today’s clip is from episode 140 of the podcast, with Ron Yurko.Alex and Ron discuss the challen...

#140 NFL Analytics & Teaching Bayesian Stats, with Ron Yurko

03 Sep 2025

Contributed by Lukas

Get early access to Alex's next live-cohort courses!Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Ba...

BITESIZE | Is Bayesian Optimization the Answer?

27 Aug 2025

Contributed by Lukas

Today’s clip is from episode 139 of the podcast, with with Max Balandat.Alex and Max discuss the integration of BoTorch with PyTorch, exploring its ...

#139 Efficient Bayesian Optimization in PyTorch, with Max Balandat

20 Aug 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | What's Missing in Bayesian Deep Learning?

13 Aug 2025

Contributed by Lukas

Today’s clip is from episode 138 of the podcast, with Mélodie Monod, François-Xavier Briol and Yingzhen Li.During this live show at Imperial Colle...

#138 Quantifying Uncertainty in Bayesian Deep Learning, Live from Imperial College London

06 Aug 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Practical Applications of Causal AI with LLMs, with Robert Ness

30 Jul 2025

Contributed by Lukas

Today’s clip is from episode 137 of the podcast, with Robert Ness.Alex and Robert discuss the intersection of causal inference and deep learning, em...

#137 Causal AI & Generative Models, with Robert Ness

23 Jul 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | How to Make Your Models Faster, with Haavard Rue & Janet van Niekerk

16 Jul 2025

Contributed by Lukas

Today’s clip is from episode 136 of the podcast, with Haavard Rue & Janet van Niekerk.Alex, Haavard and Janet explore the world of Bayesian infe...

#136 Bayesian Inference at Scale: Unveiling INLA, with Haavard Rue & Janet van Niekerk

09 Jul 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Understanding Simulation-Based Calibration, with Teemu Säilynoja

04 Jul 2025

Contributed by Lukas

Get 10% off Hugo's "Building LLM Applications for Data Scientists and Software Engineers" online course!Today’s clip is from episode 135 of the podc...

#135 Bayesian Calibration and Model Checking, with Teemu Säilynoja

25 Jun 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

Live Show Announcement | Come Meet Me in London!

19 Jun 2025

Contributed by Lukas

ICYMI, I'll be in London next week, for a live episode of the Learning Bayesian Statistics podcast 🍾 Come say hi on June 24 at Imperial College Lon...

BITESIZE | Exploring Dynamic Regression Models, with David Kohns

18 Jun 2025

Contributed by Lukas

Today’s clip is from episode 134 of the podcast, with David Kohns.Alex and David discuss the future of probabilistic programming, focusing on advanc...

#134 Bayesian Econometrics, State Space Models & Dynamic Regression, with David Kohns

10 Jun 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Why Your Models Might Be Wrong & How to Fix it, with Sean Pinkney & Adrian Seyboldt

04 Jun 2025

Contributed by Lukas

Today’s clip is from episode 133 of the podcast, with Sean Pinkney & Adrian Seyboldt.The conversation delves into the concept of Zero-Sum Normal...

#133 Making Models More Efficient & Flexible, with Sean Pinkney & Adrian Seyboldt

28 May 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | How AI is Redefining Human Interactions, with Tom Griffiths

21 May 2025

Contributed by Lukas

Today’s clip is from episode 132 of the podcast, with Tom Griffiths.Tom and Alex Andorra discuss the fundamental differences between human intellige...

#132 Bayesian Cognition and the Future of Human-AI Interaction, with Tom Griffiths

13 May 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Check out Hugo’s latest episode with Fei-Fei Li, on How Human...

BITESIZE | Hacking Bayesian Models for Better Performance, with Luke Bornn

07 May 2025

Contributed by Lukas

Today’s clip is from episode 131 of the podcast, with Luke Bornn.Luke and Alex discuss the application of generative models in sports analytics. The...

#131 Decision-Making Under High Uncertainty, with Luke Bornn

30 Apr 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | Real-World Applications of Models in Public Health, with Adam Kucharski

23 Apr 2025

Contributed by Lukas

Today’s clip is from episode 130 of the podcast, with epidemiological modeler Adam Kucharski.This conversation explores the critical role of patient...

#130 The Real-World Impact of Epidemiological Models, with Adam Kucharski

16 Apr 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

BITESIZE | The Why & How of Bayesian Deep Learning, with Vincent Fortuin

09 Apr 2025

Contributed by Lukas

Today’s clip is from episode 129 of the podcast, with AI expert and researcher Vincent Fortuin.This conversation delves into the intricacies of Baye...

#129 Bayesian Deep Learning & AI for Science with Vincent Fortuin

02 Apr 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

#128 Building a Winning Data Team in Football, with Matt Penn

19 Mar 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

#127 Saving Sharks... with Python, Causal Inference and Aaron MacNeil

05 Mar 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

#126 MMM, CLV & Bayesian Marketing Analytics, with Will Dean

19 Feb 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...

#125 Bayesian Sports Analytics & The Future of PyMC, with Chris Fonnesbeck

05 Feb 2025

Contributed by Lukas

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Intro to Bayes Course (first 2 lessons free)Advanced Regression...