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https://github.com/zkqiang/awesome-python-primer

自学入门 Python 优质中文资源索引，包含书籍 / 文档 / 视频，适用于爬虫 / Web / 数据分析 / 机器学习方向
https://github.com/zkqiang/awesome-python-primer

awesome awesome-list book crawler django flask learn learning mechine-learning prime primer python python3 scraping spider spiders web

Last synced: about 1 month ago
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自学入门 Python 优质中文资源索引，包含书籍 / 文档 / 视频，适用于爬虫 / Web / 数据分析 / 机器学习方向

Host: GitHub
URL: https://github.com/zkqiang/awesome-python-primer
Owner: zkqiang
License: mit
Created: 2019-08-11T08:31:57.000Z (about 5 years ago)
Default Branch: master
Last Pushed: 2022-07-27T07:24:21.000Z (about 2 years ago)
Last Synced: 2024-05-19T18:05:53.912Z (4 months ago)
Topics: awesome, awesome-list, book, crawler, django, flask, learn, learning, mechine-learning, prime, primer, python, python3, scraping, spider, spiders, web
Language: Python
Homepage:
Size: 19.5 KB
Stars: 121
Watchers: 2
Forks: 24
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

ultimate-awesome - awesome-python-primer - 自学入门 Python 优质中文资源索引，包含书籍 / 文档 / 视频，适用于爬虫 / Web / 数据分析 / 机器学习方向. (Other Lists / PowerShell Lists)

README

        # 自学入门 Python 优质中文资源索引

> 所有资源基于 Python3 版本，全部中文内容，适用于 爬虫 / Web / 数据 方向，每个单元根据学习习惯从 书籍 / 文档 / 视频 中选择一类即可，建议任选一本书籍，然后配合文档类进行学习。  

> 资源遵守“宁缺毋滥”的原则，均经过网评筛选或个人亲测，不推荐各类低质量大杂烩的文章书籍，力求少走弯路。  

> 通过本文链接资源坚持学习，可真正的零基础自学入门 Python ，实测已帮助两位零编程基础的朋友入门。  

> 本索引清单将长期更新，更替更好的资源，请收藏的同时别忘了点个赞！也欢迎通过私信等方式补充推荐。

## 1.1 语言基础

#### 书籍类（任选)

[Python 编程：从入门到实践](https://item.jd.com/11993134.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=3a5041eb2363478d977b6ce59798dcc2)  

[Python 游戏编程快速上手 -- 通过游戏趣味入门](https://item.jd.com/12202703.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=281a2ca3f6a74137b27bb9a8b171b61c)  

[Python 核心编程 -- 适合有编程基础](https://item.jd.com/10062788.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=3386f9ebe12c46ffb44e4a9c494004aa)  

#### 视频类（任选）

[小甲鱼零基础入门 Python](https://www.bilibili.com/video/av27789609)  

[Python 语言程序设计_北京理工大学_中国大学 MOOC](https://www.icourse163.org/course/BIT-268001)  

#### 文档类（任选）

[菜鸟教程 — 适合零基础](http://www.runoob.com/python3/python3-tutorial.html)  

[廖雪峰教程 — 适合有编程基础](https://www.liaoxuefeng.com/wiki/0014316089557264a6b348958f449949df42a6d3a2e542c000)  

[官方文档翻译 — 适合其他语言转学](https://yiyibooks.cn/xx/python_352/index.html)  

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## 1.2 语言进阶

#### 书籍类（任选)

[流畅的 Python -- 必读经典](https://item.jd.com/12186192.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=b13a193f9b934ac5a3d91bb5b338c120)  

[Python Cookbook -- 必读经典](https://item.jd.com/11681561.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=cd8772417e5a43fd91e4ef3f69e65527)  

[图解数据结构 Python 版](https://item.jd.com/12336391.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=9464e258ce0546cba144091d8fdfb4f6)  

[Python 3 面向对象编程 -- Web开发必读](https://item.jd.com/12385123.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=78fedcb68cba49d681fa7590b62fe954)  

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## 2.1 爬虫基础

#### 书籍类（任选）

[图解HTTP — 零基础必读](https://item.jd.com/1179243750.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=fd56d83454434af7953d5d0df0c2c5bf)  

[Python3 网络爬虫开发实战 -- 必读](https://item.jd.com/49825026628.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=c5522372b8fb464dbb98a26ec96aae36)  

[Android软件安全权威指南 -- 爬虫逆向进阶](https://item.jd.com/45942848920.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=7e35b89bfe3f41189ecb222c7f111a50)  

#### 视频类（全学）

[Python 网络爬虫与信息提取_北京理工大学_中国大学MOOC](https://www.icourse163.org/course/BIT-1001870001)  

[零基础入门 Python3 爬虫_崔庆才](https://edu.hellobi.com/course/157)

#### 文档类（全学）

[HTTP 协议入门_阮一峰 — 零基础必读](http://www.ruanyifeng.com/blog/2016/08/http.html)  

[Requests 官方文档翻译](http://docs.python-requests.org/zh_CN/latest/user/quickstart.html)  

[Beautiful Soup 官方文档翻译](https://beautifulsoup.readthedocs.io/zh_CN/latest/)  

[Python 正则表达式指南](https://www.cnblogs.com/huxi/archive/2010/07/04/1771073.html)  

[XPath 教程](http://www.w3school.com.cn/xpath/index.asp)  

[Scrapy 官方文档翻译](https://scrapy-chs.readthedocs.io/zh_CN/1.0/intro/install.html)  

[Selenium-Python 官方文档翻译](https://selenium-python-zh.readthedocs.io/en/latest/index.html)

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## 2.2 Flask 框架

#### 书籍类（任选）

[图解HTTP — 零基础必读](https://item.jd.com/1179243750.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=fd56d83454434af7953d5d0df0c2c5bf)  

[Flask Web开发实战（狼书） -- 必读，Flask 核心开发创作](https://item.jd.com/32885183767.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=f286c6172dbd4b02b2e1ce1725e7fddd)  

#### 文档类（全学）

[HTTP 协议入门_阮一峰 — 零基础必读](http://www.ruanyifeng.com/blog/2016/08/http.html)  

[Flask 官方文档翻译](http://docs.jinkan.org/docs/flask/)  

[Flask 入门教程 -- 强推，Flask 核心开发创作](http://helloflask.com/tutorial/)  

[Flask mega-tutorial 中文翻译 — Web微框架指南](http://www.pythondoc.com/flask-mega-tutorial/)   

[Jinja2 官方文档翻译](http://docs.jinkan.org/docs/jinja2/)  

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## 2.3 Django 框架

#### 书籍类（任选）

[图解HTTP — 零基础必读](https://item.jd.com/1179243750.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=fd56d83454434af7953d5d0df0c2c5bf)  

[Django企业开发实战](https://item.jd.com/12537842.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=e74f4a006d274bfd9ff0a039609208c9)  

#### 文档类（全学）

[HTTP 协议入门_阮一峰 — 零基础必读](http://www.ruanyifeng.com/blog/2016/08/http.html)  

[Django 3.0 官方文档](https://docs.djangoproject.com/zh-hans/3.0/)  

* * *

## 2.4 Web 前端

#### 书籍类（任选）

[JavaScript 语言精粹（修订版）](https://item.jd.com/11090963.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=805b7ab7e7a4406e97af470023f41dd5)  

[CSS 揭秘](https://item.jd.com/49883132371.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=518dad27c6e24318be217ac6391b7a74)  

[Vue.js 快速入门](https://item.jd.com/12517946.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=a6ed70c74a5949c28719ee3c824e387e)  

[深入 React 技术栈](https://item.jd.com/12068636.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=8bee6545d5b644309bcfe96fd755c41d)  

#### 文档类（全学）

[JavaScript 教程](http://www.w3school.com.cn/js/index.asp)  

[Vue.js 官方中文文档](https://cn.vuejs.org/v2/guide/index.html)  

[React 官方文档](https://www.reactjscn.com/docs/hello-world.html)  

[TypeScript 官方文档](https://www.tslang.cn/docs/home.html)  

* * *

## 2.5 数据分析

#### 书籍类（任选）

[Python 数据科学手册](https://item.jd.com/29428299573.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=81d3ab8edd92497c9f654e9207e75dff)   

[利用 Python 进行数据分析](https://item.jd.com/12398725.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=f0e26ff1309a432a8bec157e32638e09)  

#### 文档类（全学）

[Anaconda 教程](https://www.jianshu.com/p/62f155eb6ac5)  

[Jupyter Notebook 教程](https://blog.csdn.net/DataCastle/article/details/78890469)  

[NumPy 官方文档翻译](https://www.numpy.org.cn/)  

[Pandas 教程](https://www.yiibai.com/pandas/python_pandas_environment_setup.html)   

[利用Python进行数据分析 中文翻译笔记](https://github.com/BrambleXu/pydata-notebook?utm_medium=social&utm_source=qq)  

* * *

## 2.6 机器学习

#### 书籍类（任选）

[机器学习 (西瓜书)](https://item.jd.com/11867803.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=2f2a53c477cd4c2f84a3a2cf70a222f6)  

[机器学习实战](https://item.jd.com/12128543.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=c4343287898b4740b16ab2f5f60edbb2)  

#### 视频类（任选）

[吴恩达机器学习 \- 网易云课堂 — 免费 必学](https://study.163.com/course/courseMain.htm?courseId=1004570029)  

#### 文档类（任选）

[吴恩达机器学习笔记 — 相当于视频的文字版](https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes)  

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## 3\. 数据库

#### 书籍类（任选）

[高性能 MySQL](https://item.jd.com/11220393.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=da846dfe1fa14db6a18bf1bed15e3869)  

[MongoDB 权威指南](https://item.jd.com/11384782.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=0c7bacdc0b25430eb1a1ae9c486f3f15)  

[Redis 设计与实现](https://item.jd.com/11486101.html?cu=true&utm_source=kong&utm_medium=tuiguang&utm_campaign=t_1001542270_1000008160_0_1929571479&utm_term=940b141ea7bb4374a4eba79f6dee4d07)  

#### 文档类（全学）

[Redis 教程](http://www.runoob.com/redis/redis-tutorial.html)  

[SQL 教程](http://www.w3school.com.cn/sql/index.asp)  

[SQLAlchemy 教程](https://www.jianshu.com/p/0ad18fdd7eed)  

[MongoDB 官方中文文档 — 爬虫优先](http://www.mongoing.com/docs/)  

[PyMongo 官方文档部分翻译 — 爬虫优先](https://www.cnblogs.com/zhouxuchen/p/5544227.html)  

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## 4\. 异步IO

#### 文档类（任选）  

[从0到1，Python异步编程的演进之路 — 强烈推荐](https://zhuanlan.zhihu.com/p/25228075)  

[深入理解 Python 异步编程 — 可惜只有上篇](http://python.jobbole.com/88291/)  

[Python 黑魔法 之 asyncio 协程](https://www.jianshu.com/p/b5e347b3a17c)  

[Introduction to Tornado 中文翻译](http://demo.pythoner.com/itt2zh/index.html)  

[Gevent 开发指南](https://blog.csdn.net/u010159842/article/details/56480219)  

[Twisted与异步编程入门 — Scrapy爬虫进阶](https://likebeta.gitbooks.io/twisted-intro-cn/content/zh/)  

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