avehtari/BDA_course_Aalto

Bayesian Data Analysis course at Aalto

What it solves

This repository provides comprehensive educational materials for learning Bayesian Data Analysis, helping students and self-learners access structured course content, exercises, and supporting resources for mastering statistical modeling.

How it works

The repository serves as a central hub for the CS-E5710 course at Aalto University. It includes lecture slides, exercise instructions, and code samples. Users can access the material by cloning the repository to ensure they have the most up-to-date versions of the weekly course content.

Who it’s for

It is designed for students enrolled in the Bayesian Data Analysis course at Aalto University, as well as independent learners or educators looking for high-quality, open-licensed resources on Bayesian statistics.

Highlights

  • Includes access to the electronic version of the standard textbook, Bayesian Data Analysis (3rd edition).
  • Provides regularly updated exercise instructions and lecture slides.
  • Offers materials under permissive licenses (CC-BY-NC 4.0 for text/videos, BSD-3 for code).
  • Features a collaborative history of contributions from numerous course assistants.

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