Learning Bayesian Statistics
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Bitesize | "What Would Have Happened?" - Bayesian Synthetic Control Explained
5 mins; April 02, 2026
#154 Bayesian Causal Inference at Scale, with Thomas Pinder
86 hours 18 mins; March 25, 2026
#153 The Neuroscience of Philanthropy, with Cherian Koshy
69 hours 12 mins; March 11, 2026
Bitesize | How To Model Risk Aversion In Pricing?
3 mins; March 04, 2026
#152 A Bayesian decision theory workflow, with Daniel Saunders
79 hours 18 mins; February 26, 2026
BITESIZE | How Do Diffusion Models Work?
3 mins; February 19, 2026
#151 Diffusion Models in Python, a Live Demo with Jonas Arruda
95 hours 43 mins; February 12, 2026
#150 Fast Bayesian Deep Learning, with David Rügamer, Emanuel Sommer & Jakob Robnik
80 hours 27 mins; January 28, 2026
BITESIZE | Building Resilience in Modern Tech Careers
25 mins; January 21, 2026
#149 The Future of Work in Tech, with Alana Karen
92 hours 32 mins; January 14, 2026
BITESIZE | The Trial Design That Learns in Real Time
22 mins; January 07, 2026
#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry
84 hours 49 mins; December 30, 2025
BITESIZE | Making Variational Inference Reliable: From ADVI to DADVI
21 mins; December 17, 2025
#147 Fast Approximate Inference without Convergence Worries, with Martin Ingram
69 hours 55 mins; December 12, 2025
BITESIZE | Why Bayesian Stats Matter When the Physics Gets Extreme
19 mins; December 05, 2025
#146 Lasers, Planets, and Bayesian Inference, with Ethan Smith
95 hours 19 mins; November 27, 2025
BITESIZE | How to Thrive in an AI-Driven Workplace?
19 mins; November 20, 2025
#145 Career Advice in the Age of AI, with Jordan Thibodeau
112 hours 18 mins; November 12, 2025
BITESIZE | Why is Bayesian Deep Learning so Powerful?
19 mins; November 05, 2025
#144 Why is Bayesian Deep Learning so Powerful, with Maurizio Filippone
88 hours 22 mins; October 30, 2025
BITESIZE | Are Bayesian Models the Missing Ingredient in Nutrition Research?
23 mins; October 23, 2025
#143 Transforming Nutrition Science with Bayesian Methods, with Christoph Bamberg
72 hours 56 mins; October 15, 2025
BITESIZE | How Bayesian Additive Regression Trees Work in Practice
22 mins; October 09, 2025
#142 Bayesian Trees & Deep Learning for Optimization & Big Data, with Gabriel Stechschulte
70 hours 28 mins; October 02, 2025
BITESIZE | How Probability Becomes Causality?
22 mins; September 24, 2025
#141 AI Assisted Causal Inference, with Sam Witty
97 hours 47 mins; September 18, 2025
BITESIZE | How to Think Causally About Your Models?
24 mins; September 10, 2025
#140 NFL Analytics & Teaching Bayesian Stats, with Ron Yurko
93 hours 1 min; September 03, 2025
BITESIZE | Is Bayesian Optimization the Answer?
25 mins; August 27, 2025
#139 Efficient Bayesian Optimization in PyTorch, with Max Balandat
85 hours 23 mins; August 20, 2025
BITESIZE | What's Missing in Bayesian Deep Learning?
20 mins; August 13, 2025
#138 Quantifying Uncertainty in Bayesian Deep Learning, Live from Imperial College London
83 hours 10 mins; August 06, 2025
BITESIZE | Practical Applications of Causal AI with LLMs, with Robert Ness
25 mins; July 30, 2025
#137 Causal AI & Generative Models, with Robert Ness
98 hours 19 mins; July 23, 2025
BITESIZE | How to Make Your Models Faster, with Haavard Rue & Janet van Niekerk
17 mins; July 16, 2025
#136 Bayesian Inference at Scale: Unveiling INLA, with Haavard Rue & Janet van Niekerk
77 hours 37 mins; July 09, 2025
BITESIZE | Understanding Simulation-Based Calibration, with Teemu Säilynoja
21 mins; July 04, 2025
#135 Bayesian Calibration and Model Checking, with Teemu Säilynoja
72 hours 13 mins; June 25, 2025
Live Show Announcement | Come Meet Me in London!
3 mins; June 19, 2025
BITESIZE | Exploring Dynamic Regression Models, with David Kohns
14 mins; June 18, 2025
#134 Bayesian Econometrics, State Space Models & Dynamic Regression, with David Kohns
100 hours 55 mins; June 10, 2025
BITESIZE | Why Your Models Might Be Wrong & How to Fix it, with Sean Pinkney & Adrian Seyboldt
17 mins; June 04, 2025
#133 Making Models More Efficient & Flexible, with Sean Pinkney & Adrian Seyboldt
72 hours 12 mins; May 28, 2025
BITESIZE | How AI is Redefining Human Interactions, with Tom Griffiths
22 mins; May 21, 2025
#132 Bayesian Cognition and the Future of Human-AI Interaction, with Tom Griffiths
90 hours 15 mins; May 13, 2025
BITESIZE | Hacking Bayesian Models for Better Performance, with Luke Bornn
13 mins; May 07, 2025
#131 Decision-Making Under High Uncertainty, with Luke Bornn
91 hours 46 mins; April 30, 2025
BITESIZE | Real-World Applications of Models in Public Health, with Adam Kucharski
16 mins; April 23, 2025
#130 The Real-World Impact of Epidemiological Models, with Adam Kucharski
69 hours 5 mins; April 16, 2025
BITESIZE | The Why & How of Bayesian Deep Learning, with Vincent Fortuin
11 mins; April 09, 2025
#129 Bayesian Deep Learning & AI for Science with Vincent Fortuin
62 hours 43 mins; April 02, 2025
#128 Building a Winning Data Team in Football, with Matt Penn
58 mins; March 19, 2025
#127 Saving Sharks... with Python, Causal Inference and Aaron MacNeil
64 hours 8 mins; March 05, 2025
#126 MMM, CLV & Bayesian Marketing Analytics, with Will Dean
54 mins; February 19, 2025
#125 Bayesian Sports Analytics & The Future of PyMC, with Chris Fonnesbeck
58 mins; February 05, 2025
#124 State Space Models & Structural Time Series, with Jesse Grabowski
95 hours 43 mins; January 22, 2025
#123 BART & The Future of Bayesian Tools, with Osvaldo Martin
92 hours 13 mins; January 10, 2025
#122 Learning and Teaching in the Age of AI, with Hugo Bowne-Anderson
83 hours 10 mins; December 26, 2024
#121 Exploring Bayesian Structural Equation Modeling, with Nathaniel Forde
68 hours 13 mins; December 11, 2024
#120 Innovations in Infectious Disease Modeling, with Liza Semenova & Chris Wymant
61 hours 39 mins; November 27, 2024
#119 Causal Inference, Fiction Writing and Career Changes, with Robert Kubinec
85 hours 1 min; November 13, 2024
#118 Exploring the Future of Stan, with Charles Margossian & Brian Ward
58 mins; October 30, 2024
#117 Unveiling the Power of Bayesian Experimental Design, with Desi Ivanova
73 hours 12 mins; October 15, 2024
#116 Mastering Soccer Analytics, with Ravi Ramineni
92 hours 46 mins; October 02, 2024
#115 Using Time Series to Estimate Uncertainty, with Nate Haines
99 hours 51 mins; September 17, 2024
#114 From the Field to the Lab – A Journey in Baseball Science, with Jacob Buffa
61 hours 32 mins; September 05, 2024
#113 A Deep Dive into Bayesian Stats, with Alex Andorra, ft. the Super Data Science Podcast
90 hours 51 mins; August 22, 2024
#112 Advanced Bayesian Regression, with Tomi Capretto
87 hours 19 mins; August 07, 2024
#111 Nerdinsights from the Football Field, with Patrick Ward
85 hours 43 mins; July 24, 2024
#110 Unpacking Bayesian Methods in AI with Sam Duffield
72 hours 27 mins; July 10, 2024
#109 Prior Sensitivity Analysis, Overfitting & Model Selection, with Sonja Winter
70 hours 50 mins; June 25, 2024
#108 Modeling Sports & Extracting Player Values, with Paul Sabin
78 hours 4 mins; June 14, 2024
#107 Amortized Bayesian Inference with Deep Neural Networks, with Marvin Schmitt
81 hours 37 mins; May 29, 2024
#106 Active Statistics, Two Truths & a Lie, with Andrew Gelman
76 hours 47 mins; May 16, 2024
#105 The Power of Bayesian Statistics in Glaciology, with Andy Aschwanden & Doug Brinkerhoff
75 hours 25 mins; May 02, 2024
#104 Automated Gaussian Processes & Sequential Monte Carlo, with Feras Saad
90 hours 48 mins; April 16, 2024
#103 Improving Sampling Algorithms & Prior Elicitation, with Arto Klami
74 hours 39 mins; April 05, 2024
#102 Bayesian Structural Equation Modeling & Causal Inference in Psychometrics, with Ed Merkle
68 hours 53 mins; March 20, 2024
How to find black holes with Bayesian inference
12 mins; March 16, 2024
How can we even hear gravitational waves?
8 mins; March 14, 2024
#101 Black Holes Collisions & Gravitational Waves, with LIGO Experts Christopher Berry & John Veitch
69 hours 54 mins; March 07, 2024
The Role of Variational Inference in Reactive Message Passing
10 mins; March 01, 2024
Reactive Message Passing in Bayesian Inference
8 mins; February 28, 2024
#100 Reactive Message Passing & Automated Inference in Julia, with Dmitry Bagaev
54 mins; February 21, 2024
The biggest misconceptions about Bayes & Quantum Physics
9 mins; February 16, 2024
Why would you use Bayesian Statistics?
10 mins; February 14, 2024
#99 Exploring Quantum Physics with Bayesian Stats, with Chris Ferrie
67 hours 31 mins; February 09, 2024
How do sampling algorithms scale?
9 mins; February 05, 2024
Why choose new algorithms instead of HMC?
8 mins; February 04, 2024
#98 Fusing Statistical Physics, Machine Learning & Adaptive MCMC, with Marylou Gabrié
65 hours 7 mins; January 24, 2024
Why Even Care About Science & Rationality
9 mins; January 20, 2024
How To Get Into Causal Inference
10 mins; January 17, 2024
#97 Probably Overthinking Statistical Paradoxes, with Allen Downey
72 hours 36 mins; January 09, 2024
How to Choose & Use Priors, with Daniel Lee
9 mins; December 20, 2023
Becoming a Good Bayesian & Choosing Mentors, with Daniel Lee
9 mins; December 13, 2023
#96 Pharma Models, Sports Analytics & Stan News, with Daniel Lee
55 mins; November 28, 2023
#95 Unraveling Cosmic Mysteries, with Valerie Domcke
60 hours 17 mins; November 15, 2023
#94 Psychometrics Models & Choosing Priors, with Jonathan Templin
66 hours 25 mins; October 24, 2023
#93 A CERN Odyssey, with Kevin Greif
109 hours 5 mins; October 18, 2023
#92 How to Make Decision Under Uncertainty, with Gerd Gigerenzer
64 hours 45 mins; October 04, 2023