Python学习路线（学+测） - 阿里云开发者社区

< 全部学习路线 < 全部学习路线

Python学习路线

3 大

学习阶段

11 门

免费课程

232 课时

教学视频

3 等级

自测考试

大数据、人工智能时代的首选编程语言

Python技能测试

Python语言基础

Python Web开发

爬虫及数据分析

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技能测试

Python开发技能测试

3个等级

相关测试

Python开发初级能力

了解Python语言的基本特性、编程环境的搭建、语法基础、算法基础等，了解Python的基本数据结构，对Python的网络编程与Web开发技术具备初步的知识，了解常用开发框架的基本特性，以及Python爬虫的基础知识。

开始自测

Python开发中级能力

深度理解Python的语法与数据类型知识，对运算符、控制语句、列表、元组、字典的应用等具有清晰的认知。理解Flask、Django等Web开发框架的原理、构建方法，掌握利用Python爬虫技术与常用工具进行数据收集的应用能力。

开始自测

Python开发高级能力

熟练掌握Python的语法知识与编程技能，具备Python语言的函数、面向对象、异常处理等能力，常用开发框架的实际应用和开发能力，具备使用，掌握Python数据分析三剑客Matplotlib、Numpy、Pandas的概念与应用场景，掌握利用Python语言从数据采集到分析的全流程相关知识。

开始自测

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学习路线

阶段 1：Python语言基础

3门课程 | 130课时 | 3套阶段自测考试

学习前要求：计算机基本操作，以及英语基础。
学习后将掌握：Python语法及应用，会使用Python编写小程序。

一键加入所有课程

入门-环境搭建与语法入门

免费

57课时

开始学习

进阶-列表、元组、字典、集合

免费

20课时

开始学习

高阶-函数、面向对象、异常处理

免费

53课时

开始学习

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阶段 2：Python Web开发

4门课程 I 42课时 I 阶段自测考试即将上线

学习前要求：Python语言基础，前端（学习路线）基础、数据库（学习路线）基础。
学习后将掌握：Python网络编程、Web开发，以及热门框架Flask、Django的使用。

一键加入所有课程

Python网络编程

免费

3课时

开始学习

Python Web开发基础

免费

4课时

开始学习

Python Web框架Flask快速入门

免费

31课时

开始学习

Python Web框架Django快速入门

免费

4课时

开始学习

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阶段 3：爬虫及数据分析

4门课程 I 60课时 I 阶段自测考试即将上线

学习前要求：掌握并熟练应用Python基础编程。
学习后将掌握：Python爬虫，以及Python数据分析三剑客Matplotlib、Numpy、Pandas的使用。

一键加入所有课程

Python爬虫实战

免费

6课时

开始学习

数据可视化库Matplotlib快速入门

免费

18课时

开始学习

科学计算库NumPy快速入门

免费

14课时

开始学习

数据分析库Panda快速入门

免费

22课时

开始学习

课程合作伙伴