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 ...
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Alexandre ANDORRA Podcasts
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BITESIZE | How Bayesian Additive Regression Trees Work in Practice
22:49
22:49
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Soccer Factor Model Dashboard Unveiling True Talent: The Soccer Factor Model for Skill Evaluation LBS #91, Exploring European Football Analytics, with Max Göbel Get early access to Alex's next live-cohort courses! Today’s clip is from episode 142 of the podcast, with Gabriel Stechschulte. Alex and Garbriel explore the re-implementation of BART (Bay…
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#142 Bayesian Trees & Deep Learning for Optimization & Big Data, with Gabriel Stechschulte
1:10:28
1:10:28
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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 Bayes Course (first 2 lessons free) Advanced Regression Course (first 2 lessons free) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work! Vi…
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BITESIZE | How Probability Becomes Causality?
22:03
22:03
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22:03
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 project, delving into the intricacies of causal inference, particularly focusing on Do-Calculus, regression discontinuity designs, and Bayesian structural causal inference. They explain ChiRho's desig…
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#141 AI Assisted Causal Inference, with Sam Witty
1:37:47
1:37:47
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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 the Causal AI workshop, to learn live with Alex (15% off if you're a Patron of the show) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work…
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BITESIZE | How to Think Causally About Your Models?
24:01
24:01
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24:01
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 challenges of model deployment, and the complexities of modeling player contributions in team sports like soccer and football. They emphasize the importance of understanding replacement levels, the Going Dee…
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#140 NFL Analytics & Teaching Bayesian Stats, with Ron Yurko
1:33:01
1:33:01
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1:33:01
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 Bayes Course (first 2 lessons free) Advanced Regression Course (first 2 lessons free) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work! Vi…
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BITESIZE | Is Bayesian Optimization the Answer?
25:13
25:13
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25:13
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 applications in Bayesian optimization and Gaussian processes. They highlight the advantages of using GPyTorch for structured matrices and the flexibility it offers for research. The discussion also cov…
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#139 Efficient Bayesian Optimization in PyTorch, with Max Balandat
1:25:23
1:25:23
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1:25:23
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 Course (first 2 lessons free) 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 swa…
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BITESIZE | What's Missing in Bayesian Deep Learning?
20:34
20:34
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20:34
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 College London, Alex and his guests delve into the complexities and advancements in Bayesian deep learning, focusing on uncertainty quantification, the integration of machine learning tools, and the challenge…
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#138 Quantifying Uncertainty in Bayesian Deep Learning, Live from Imperial College London
1:23:10
1:23:10
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1:23:10
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 Course (first 2 lessons free) 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 swa…
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BITESIZE | Practical Applications of Causal AI with LLMs, with Robert Ness
25:28
25:28
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25:28
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, emphasizing the importance of understanding causal concepts in statistical modeling. The discussion also covers the evolution of probabilistic machine learning, the role of inductive biases, and the pote…
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#137 Causal AI & Generative Models, with Robert Ness
1:38:19
1:38:19
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1:38:19
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 Course (first 2 lessons free) 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 swa…
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BITESIZE | How to Make Your Models Faster, with Haavard Rue & Janet van Niekerk
17:53
17:53
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17:53
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 inference with INLA, a fast and deterministic method that revolutionizes how we handle large datasets and complex models. Discover the power of INLA, and why it can make your models go much faster! Get the ful…
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#136 Bayesian Inference at Scale: Unveiling INLA, with Haavard Rue & Janet van Niekerk
1:17:37
1:17:37
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1:17:37
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 Course (first 2 lessons free) 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 swa…
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BITESIZE | Understanding Simulation-Based Calibration, with Teemu Säilynoja
21:14
21:14
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21:14
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 podcast, with Teemu Säilynoja. Alex and Teemu discuss the importance of simulation-based calibration (SBC). They explore the practical implementation of SBC in probabilistic programming languages, the chal…
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#135 Bayesian Calibration and Model Checking, with Teemu Säilynoja
1:12:13
1:12:13
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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 Course (first 2 lessons free) 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 swa…
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Live Show Announcement | Come Meet Me in London!
3:04
3:04
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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 London! We'll be talking about uncertainty quantification — not just in theory, but in the messy, practical reality of building models that are supposed to work in the real world. 🎟️ Get your tickets! Some …
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