Cover image of Learning Bayesian Statistics

Learning Bayesian Statistics

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!... Read more

Ranked #1

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#9 Exploring the Cosmos with Bayes and Maggie Lieu

#9 Exploring the Cosmos with Bayes and Maggie Lieu

Have you always wondered what dark matter is? Can we even see it — let alone measure it? And what would discover it impl... Read more

12 Feb 2020

53mins

Ranked #2

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#8 Bayesian Inference for Software Engineers, with Max Sklar

#8 Bayesian Inference for Software Engineers, with Max Sklar

What is it like using Bayesian tools when you’re a software engineer or computer scientist? How do you apply these tools... Read more

29 Jan 2020

48mins

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Ranked #3

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#15 The role of Python in Science and Education, with Michael Kennedy

#15 The role of Python in Science and Education, with Michael Kennedy

This is it folks! This is the first of the special episodes I want to do from time to time, to expand our perspective an... Read more

6 May 2020

1hr 5mins

Ranked #4

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#14 Hidden Markov Models & Statistical Ecology, with Vianey Leos-Barajas

#14 Hidden Markov Models & Statistical Ecology, with Vianey Leos-Barajas

I bet you love penguins, right? The same goes for koalas, or puppies! But what about sharks? Well, my next guest loves s... Read more

22 Apr 2020

49mins

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Ranked #5

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#13 Building a Probabilistic Programming Framework in Julia, with Chad Scherrer

#13 Building a Probabilistic Programming Framework in Julia, with Chad Scherrer

How is Julia doing? I’m talking about the programming language, of course! What does the probabilistic programming lands... Read more

8 Apr 2020

43mins

Ranked #6

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#12 Biostatistics and Differential Equations, with Demetri Pananos

#12 Biostatistics and Differential Equations, with Demetri Pananos

Do you know Google Summer of Code? It’s a time of year when students can contribute to open-source software by developin... Read more

25 Mar 2020

46mins

Ranked #7

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#11 Taking care of your Hierarchical Models, with Thomas Wiecki

#11 Taking care of your Hierarchical Models, with Thomas Wiecki

I bet you already heard about hierarchical models, or multilevel models, or varying-effects models — yeah this type of m... Read more

11 Mar 2020

58mins

Ranked #8

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#10 Exploratory Analysis of Bayesian Models, with ArviZ and Ari Hartikainen

#10 Exploratory Analysis of Bayesian Models, with ArviZ and Ari Hartikainen

How do you handle your MCMC samples once your Bayesian model fit properly? Which diagnostics do you check to see if ther... Read more

26 Feb 2020

44mins

Ranked #9

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#7 Designing a Probabilistic Programming Language & Debugging a Model, with Junpeng Lao

#7 Designing a Probabilistic Programming Language & Debugging a Model, with Junpeng Lao

You can’t study psychology up until your PhD and end-up doing very mathematical and computational data science at Google... Read more

16 Jan 2020

45mins

Ranked #10

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#6 A principled Bayesian workflow, with Michael Betancourt

#6 A principled Bayesian workflow, with Michael Betancourt

If you’re there, it’s probably because you’re interested in Bayesian inference, right? But don’t you feel lost sometimes... Read more

3 Jan 2020

1hr 3mins

Ranked #11

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#5 How to use Bayes in the biomedical industry, with Eric Ma

#5 How to use Bayes in the biomedical industry, with Eric Ma

I have two questions for you: Are you a self-learner? Then how do you stay up to date? What should you focus on if you’r... Read more

17 Dec 2019

46mins

Ranked #12

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#4 Dirichlet Processes and Neurodegenerative Diseases, with Karin Knudson

#4 Dirichlet Processes and Neurodegenerative Diseases, with Karin Knudson

What do neurodegenerative diseases, gerrymandering and ecological inference all have in common? Well, they can all be st... Read more

4 Dec 2019

49mins

Ranked #13

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#3.2 How to use Bayes in industry, with Colin Carroll

#3.2 How to use Bayes in industry, with Colin Carroll

How can you use Bayesian tools and optimize your models in industry? What are the best ways to communicate and visualize... Read more

18 Nov 2019

32mins

Ranked #14

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#3.1 What is Probabilistic Programming & Why use it, with Colin Carroll

#3.1 What is Probabilistic Programming & Why use it, with Colin Carroll

When speaking about Bayesian statistics, we often hear about « probabilistic programming » — but what is it? Which langu... Read more

5 Nov 2019

32mins

Ranked #15

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#2 When should you use Bayesian tools, and Bayes in sports analytics, with Chris Fonnesbeck

#2 When should you use Bayesian tools, and Bayes in sports analytics, with Chris Fonnesbeck

When are Bayesian methods most useful? Conversely, when should you NOT use them? How do you teach them? What are the mos... Read more

23 Oct 2019

43mins

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