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
Alexandre ANDORRA Podcasts
1
#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry
1:24:49
1:24:49
Play later
Play later
Lists
Like
Liked
1:24:49
• Support & get perks! • Proudly sponsored by PyMC Labs. Get in touch and tell them you come from LBS! • Intro to Bayes and Advanced Regression courses (first 2 lessons free) Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work ! Chapters: 13:16 Understanding Adaptive and Platform Trials 25:…
…
continue reading
1
BITESIZE | Making Variational Inference Reliable: From ADVI to DADVI
21:59
21:59
Play later
Play later
Lists
Like
Liked
21:59
Today’s clip is from episode 147 of the podcast, with Martin Ingram. Alex and Martin discuss the intricacies of variational inference, particularly focusing on the ADVI method and its challenges. They explore the evolution of approximate inference methods, the significance of mean field variational inference, and the innovative linear response tech…
…
continue reading
1
#147 Fast Approximate Inference without Convergence Worries, with Martin Ingram
1:09:55
1:09:55
Play later
Play later
Lists
Like
Liked
1:09:55
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…
…
continue reading
1
BITESIZE | Why Bayesian Stats Matter When the Physics Gets Extreme
19:12
19:12
Play later
Play later
Lists
Like
Liked
19:12
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 density physics, particularly in analyzing complex data sets. They highlight the advantages of Bayesian techniques, such as incorporating prior knowledge and managing uncertainties. They also shares insights…
…
continue reading
1
#146 Lasers, Planets, and Bayesian Inference, with Ethan Smith
1:35:19
1:35:19
Play later
Play later
Lists
Like
Liked
1:35:19
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…
…
continue reading
1
BITESIZE | How to Thrive in an AI-Driven Workplace?
19:34
19:34
Play later
Play later
Lists
Like
Liked
19:34
Today’s clip is from episode 145 of the podcast, with Jordan Thibodeau. Alexandre Andorra and Jordan Thibodeau discuss the transformative impact of AI on productivity, career opportunities in the tech industry, and the intricacies of the job interview process. They emphasize the importance of expertise, networking, and the evolving landscape of tec…
…
continue reading
1
#145 Career Advice in the Age of AI, with Jordan Thibodeau
1:52:18
1:52:18
Play later
Play later
Lists
Like
Liked
1:52:18
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…
…
continue reading
1
BITESIZE | Why is Bayesian Deep Learning so Powerful?
19:00
19:00
Play later
Play later
Lists
Like
Liked
19:00
Today’s clip is from episode 144 of the podcast, with Maurizio Filippone. In this conversation, Alex and Maurizio delve into the intricacies of Gaussian processes and their deep learning counterparts. They explain the foundational concepts of Gaussian processes, the transition to deep Gaussian processes, and the advantages they offer in modeling co…
…
continue reading
1
#144 Why is Bayesian Deep Learning so Powerful, with Maurizio Filippone
1:28:22
1:28:22
Play later
Play later
Lists
Like
Liked
1:28:22
Sign up for Alex's first live cohort, about Hierarchical Model building! Get 25% off "Building AI Applications for Data Scientists and Software Engineers" Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch! Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome w…
…
continue reading
1
BITESIZE | Are Bayesian Models the Missing Ingredient in Nutrition Research?
23:14
23:14
Play later
Play later
Lists
Like
Liked
23:14
Sign up for Alex's first live cohort, about Hierarchical Model building Soccer Factor Model Dashboard Today’s clip is from episode 143 of the podcast, with Christoph Bamberg. Christoph shares his journey into Bayesian statistics and computational modeling, the challenges faced in academia, and the technical tools used in research. Alex and Christop…
…
continue reading
1
#143 Transforming Nutrition Science with Bayesian Methods, with Christoph Bamberg
1:12:56
1:12:56
Play later
Play later
Lists
Like
Liked
1:12:56
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 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 …
…
continue reading
1
BITESIZE | How Bayesian Additive Regression Trees Work in Practice
22:49
22:49
Play later
Play later
Lists
Like
Liked
22:49
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…
…
continue reading
1
#142 Bayesian Trees & Deep Learning for Optimization & Big Data, with Gabriel Stechschulte
1:10:28
1:10:28
Play later
Play later
Lists
Like
Liked
1:10:28
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…
…
continue reading
