Think Bayes 2e
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Free book and Jupyter notebooks by Allen Downey
More resources on Bayesian Statistics
PyMC Documentation
Free tutorials and examples for Bayesian modeling in Python
Bayes Rules!
Free online book with R code for Bayesian analysis
Introduction to Bayesian Statistics
Overview and basics recommended in r/statistics
Bayesian Statistics: From Concept to Data Analysis
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach. In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses.
Statistical Rethinking
Learn Bayesian statistics with Richard McElreath's popular Statistical Rethinking course. Master modeling & inference through engaging lectures!
The Credible
The Podcast for Coaches with David Sargant is a peer-to-peer show dedicated to helping you build, grow and sustain a successful coaching business by learning from other coaches, thought leaders and subject experts. If youâre unsure on how to start a coaching business from scratch, youâve just started an online coaching business and youâre wondering how to get your first coaching client, or youâre simply looking for ways to get more coaching clients fast, youâre in the right place.This is the Podcast for Coaches hosted by marketing coach David Sargant (Credibility CoachÂź). Credibility CoachÂź was founded...