专栏名称: 机器学习研究会
机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织,旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外,协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。
目录
相关文章推荐
爱可可-爱生活  ·  《爱可可微博热门分享(10.1)》 ... ·  昨天  
爱可可-爱生活  ·  【FiftyOne ... ·  昨天  
黄建同学  ·  浏览器里的LLM: ... ·  昨天  
宝玉xp  ·  //@MachineLearning-ZJU ... ·  昨天  
爱可可-爱生活  ·  通过因果建模的视角,提出使用 ... ·  6 天前  
51好读  ›  专栏  ›  机器学习研究会

【学习】免费书:科学家/工程师Python实用指南

机器学习研究会  · 公众号  · AI  · 2017-05-16 19:16

正文



点击上方“机器学习研究会”可以订阅哦
摘要
 

转自:爱可可-爱生活

Python for Scientists and Engineers is now free to read online. The table of contents is below, but please read this important info before.

Python for Scientists and Engineers was the first book I wrote, and the one I still get queries about. It was out of print for a long time, till now, and has been updated with help from the community.

There are a few new sections, using the highly technical name of New Stuff. The biggest change has been to the Machine Learning section. I have added some of my best articles here, and some new stuff.



How to read this book

This book assumes you know Python or some other programming language already. It’s written for intermediate programmers, not complete beginners.

If you are new to Python, start with the  Beginners Start Here section. I give you a quick introduction to Python using a simple word counter example (which assumes you already know some programming), then introduce libraries like Numpy/Pandas. If you have never used these libraries, start here as well.


Support

90% of the problems people face will be installing libraries, so make sure you read the installation section.

If you still face problems, make sure you spend at least 2-3 hours Googling for the solution before you ask for help.

If there are any bugs/typos, please contact me.


Special Thanks to the people who helped update this book:

Major Contributors:

Quan Nguyen LinkedIn Github

Paras Sharma Linkedin Twitter Github

Adonis Settouf Blog Github

Vishwanath Subramanian Personal Site  Linkedin 

David Dorff  Linkedin

Jurdanas Kriauciunas LinkedIn Twitter Github

Minor Contributors:

Bach Than Trien  Github


Legal:

While the book is free, I do retain all copyrights. You must not post this book anywhere. The exception is the code. It’s released under MIT, so feel free to use it in your own projects.


链接:

http://pythonforengineers.com/python-for-scientists-and-engineers/


原文链接:

http://weibo.com/1402400261/F3jMm4Kth?from=page_1005051402400261_profile&wvr=6&mod=weibotime&type=comment#_rnd1494929530246

“完整内容”请点击【阅读原文】
↓↓↓