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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

books

data-analysis

史上最全Python数据分析资料

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

deep-learning-book

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

lihang-code

《统计学习方法》的代码实现

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-data-science-cheatsheet

Python数据科学速查表

python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

r4ds

R for data science: a book

reading-books

save books

statistical-learning

《统计学习导论》学习笔记

ustc-course

:heart:**科学技术大学课程资源