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100-days-of-ml-code

100 Days of ML Coding

algs4

Algorithms, 4th edition textbook code and libraries

books

cheatsheet.dennyzhang.com

Apply best practices via CheatSheets

free-programming-books

:books: Freely available programming books

learning-python-for-data-analysis-and-visualization

IPython notebook containing tutorials about python and data siance stack

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mastering-software-development-in-r

Code for all five courses in the "Mastering Software Development in R" specialization

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

pandas-cookbook

Recipes for using Python's pandas library

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

problem-solving-with-algorithms-and-data-structures-using-python

Examples and work from Problem Solving with Algorithms and Data Structures Using Python

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pythonds

Problem Solving with Algorithms and Data Structures using Python

stack-docker

The Elastic Stack, on Docker, right now.

swiftag

Repo for Insight Data Engineering Fellow program project

system-design-interview

System design interview for IT companies

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview

thinkcomplexity2

Book and code for Think Complexity, 2nd edition

thinkpython

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

umich-introduction-to-data-science-with-python