#Textbook
Showing 18 of 18 repositories tagged #textbook, ranked by stars
Machine Learning Systems
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
Literature for the self-taught AI practitioner! 📚
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
📚 An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
Learning Data Science, a textbook.
Source material for Python Like You Mean it
Textbook for NESC 3505, Neural Data Science, at Dalhousie University
:book: [译] UCB DS100 数据科学的原理与技巧
网络安全课本
Textbook with chapters for each usual CyLab Security Academy challenge category.
UC Berkeley Data 140 Textbook
Bulk Textbook Download Tool
UC Berkeley Data 102 Textbook