udlbook / udlbook
Understanding Deep Learning - Simon J.D. Prince
udlbook / udlbook
AllenDowney / ThinkStats
Notebooks for the third edition of Think Stats
AllenDowney / ElementsOfDataScience
An introduction to data science in Python, for people with no programming experience.
AllenDowney / ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
AllenDowney / ThinkPython
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
AllenDowney / ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
AllenDowney / ThinkBayes2
Text and code for the second edition of Think Bayes, by Allen Downey.
AllenDowney / ModSimPy
Text and supporting code for Modeling and Simulation in Python
AllenDowney / ThinkComplexity2
Book and code for Think Complexity, 2nd edition
cfgranda / ps4ds
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