Statistics and Data Science

Statistics and Data Science

About the course

Draft Schedule
JupyterHub for class
nbgrader
Discussion Forum
Preliminaries

Probability

Probability Topics

Statistics

Statistics Topics

Machine Learning

PRML Examples

Software and Computing

Software & Computing Topics
Tutorial on Automatic Differentiation

Data Science

Data Science, what is it?

References

Other Resources
Bibliography
Built on

Jupyter Book Reference

Markdown Files
MyST Cheat Sheet
Content with notebooks
Interactive data visualizations
Test Embed Video
Color in equations
Test Sphinxext-opengraph

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Information Geometry¶

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Sufficiency Neyman-Pearson lemma

By Kyle Cranmer
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