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python从最基础的语法历经网络基础、前端基础、后端基础和爬虫与数据基础走向机器学习

License: BSD 2-Clause "Simplified" License

Python 91.56% Jupyter Notebook 8.44%

python_web_crawler_da_ml_dl's Introduction

前言

这本笔记目前仍在撰写状态。

基本上从python最基础的安装、python3.6最基本的语法和linux基础开始，再到python 网络编程、数据库开发、web（前端与移动开发）开发、web全栈框架开发，最后到数据分析Numpy等扩展包、爬虫和深度学习简介（Tenserflow框架）。深入浅出，通过项目实例，逐步走进python数学的世界。

持续更新中，预计2018年8月前后完成。

目前已完成 ：

  • python介绍
  • python网络编程基础
  • MYSQL基础
  • Redis基础
  • HTML和CSS基础
  • 网站性能优化方向介绍
  • 网站服务器部署介绍、应用架构介绍
  • django网站开发实例
  • matplotlib基础
  • numpy基础
  • pandas基础
  • sklearn命令汇总
  • XGBoost原理与实战讲解
  • 机器学习常用距离度量及python实现
  • 机器学习自动调参Hyperopt和贝叶斯调参
  • Keras笔记（以tensorflow为后端）

正在进行（预计六月中旬左右完成）：

  • python基础
  • python高级
  • django基础
  • 爬虫

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