Skip to content
#

teaching-materials

Here are 32 public repositories matching this topic...

Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

  • Updated Nov 19, 2025
  • Jupyter Notebook

Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.

  • Updated Apr 23, 2018
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the teaching-materials topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the teaching-materials topic, visit your repo's landing page and select "manage topics."

Learn more