My friends might concern many are learning Python, reptiles, Web, data analysis, machine learning relevant. Of course, you may be exposed in a certain direction is not the same time, some students may have been particularly proficient in a certain direction, some students in a certain direction is still in the introductory phase.
So I take the time to research some of the heavyweights of the recommended reading list, combined with some of the books I personally see, and additional reference watercress, Jingdong leaderboards and a number of book reviews, a selection of classic books and received good response and the recent listing books, recommend it to everyone, covering Python-based, data analysis, machine learning, Web developers and other direction.
Python Programming
This part of the book is simple to explain the Python programming, there are entry has advanced, we can refer to the published score and time to buy.
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Getting Started with Python
"Python Programming: from entry to practice" / watercress 9.1 / 2016-7-1 Publishing / [US] Eric Mathers
"Python based tutorial (3rd edition)" / watercress 8.0 / 2018-2-1 Publishing / [Norway] Haitelande
"Python Programming Quick Start" / watercress 9.0 / 2016-7-1 Publishing / [US] thinking Stuttgart
"Awkward school Python3" / watercress 8.4 / 2018-6-1 Publishing / [US] Zed
Advanced Python
"Fluent Python" / watercress 9.4 / 2017-5-15 Publishing / [Brazil] Ramalho
《Python Cookbook 中文版》/ 豆瓣 9.2 / 2015-5-1 出版 / [美] 比斯利
《Effective Python》/ 豆瓣 9.0 / 2016-1-18 出版 / [美] 斯拉特金
《Python编程之美》/ 豆瓣 8.4 / 2018-8-1 出版 / [美] 肯尼思·赖茨 Kenneth Reitz
《Python高性能编程》/ 豆瓣 7.2 / 2017-7-1 出版 / [美] 戈雷利克
数据及算法
网络爬虫
《Python网络爬虫权威指南（第2版）》/ 新书 / 2019-4-1 出版 / [美] 米切尔
《Python3网络爬虫开发实战》/ 豆瓣 9.0 / 2018-4-1 出版 / 崔庆才
数据分析
《利用Python进行数据分析（第2版）》/ 豆瓣 8.5 / 2018-7-30 出版 / [美] 麦金尼
《对比Excel，轻松学习Python数据分析》/ 豆瓣 7.8 / 2019-2-1 出版 / 张俊红
《Python数据分析与挖掘实战》/ 豆瓣 7.8 / 2016-1-1 出版 / 张良均
机器学习
《统计学习方法（第2版）》/ 豆瓣 9.5 / 2018-5-5 出版 / 李航
《白话深度学习与TensorFlow》/ 豆瓣 7.1 / 2017-7-31 出版 / 高扬
《机器学习》/ 豆瓣 8.7 / 2016-1-1 出版 / 周志华
《Python机器学习基础教程》/ 豆瓣 8.2 / 2018-1-1 出版 / [德] 穆勒
《Python深度学习》/ 豆瓣 9.6 / 2018-8-1 出版 / [美] 肖莱
《Python神经网络编程》/ 豆瓣 9.0 / 2018-4-1 出版 / [英] 拉希德
前后端技术
前端
《你不知道的JavaScript》/ 豆瓣 9.3 / 2018-1-1 出版 / [美] 辛普森
《深入浅出Vue.js》/ 新书 / 2018-3-1 出版 / 刘博文
后端
"Django companies to develop real" / watercress 7.7 / 2019-2-1 Publishing / Yang Hu
"Flask Web Development (2nd Edition)" / watercress 9.4 / 2018-8-1 Publishing / [US] Gray Berg
"Layman's language Docker" / watercress 8.4 / 2019-4-1 Publishing / [English] Bolton
"In-depth understanding of Kafka" / book / 2019-1-1 Publishing / ZHU Zhong-hua
"Kubernetes Definitive Guide (4th Edition)" / book / 2018-5-1 Publishing / Gong Zheng
Programmers Classic
These are some common programmers skills book, very classic and useful, almost essential books, strongly recommended.
"Programming collective intelligence" / watercress 9.0 / 2015-3-1 Publishing / Seagram
"Programmer's mathematics" / watercress 8.6 / 2016-6-25 Publishing / [Japan] ho Yuuki
"Pragmatic Programmer" / watercress 8.6 / 2011-1-1 Publishing / [US] Hunt
"Code tidy way" / watercress 8.6 / 2016-9-1 Publishing / [US] Robert
"Continuous Delivery 2.0" / 9.4 watercress / 2019-1-1 Publishing / Qiao Liang
"Bird Brother Linux private kitchens (4th Edition)" / watercress 8.0 / 2018-11-1 Publishing / Bird Brother
"Cervical spondylosis rehabilitation Guide" / watercress 8.6 / 2012-4-1 Publishing / Chen Ning election
The above is my recommended books, a limited number, if you also recommend books, welcome message ~