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Title: GitHub - HiTutorial/Ai-learn: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域

Open Graph Title: GitHub - HiTutorial/Ai-learn: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域

X Title: GitHub - HiTutorial/Ai-learn: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域

Description: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域 - HiTutorial/Ai-learn

Open Graph Description: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域 - HiTutorial/Ai-learn

X Description: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域 - HiTutorial/Ai-learn

Opengraph URL: https://github.com/HiTutorial/Ai-learn

X: @github

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自然语言处理经典项目	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86%E7%BB%8F%E5%85%B8%E9%A1%B9%E7%9B%AE
自然语言处理经典项目	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86%E7%BB%8F%E5%85%B8%E9%A1%B9%E7%9B%AE
计算机视觉-Opencv实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89-Opencv%E5%AE%9E%E6%88%98
计算机视觉-Opencv实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89-Opencv%E5%AE%9E%E6%88%98
跟着迪哥学Python数据分析与机器学习实战（配套教材）	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%B7%9F%E7%9D%80%E8%BF%AA%E5%93%A5%E5%AD%A6Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E4%B8%8E%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98%EF%BC%88%E9%85%8D%E5%A5%97%E6%95%99%E6%9D%90%EF%BC%89
跟着迪哥学Python数据分析与机器学习实战（配套教材）	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/tree/master/%E8%B7%9F%E7%9D%80%E8%BF%AA%E5%93%A5%E5%AD%A6Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E4%B8%8E%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98%EF%BC%88%E9%85%8D%E5%A5%97%E6%95%99%E6%9D%90%EF%BC%89
README.md	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn/blob/master/README.md
README	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn
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https://pan.baidu.com/s/19wzJeyPmwTBDp9ASEWBvFQ	https://pan.baidu.com/s/19wzJeyPmwTBDp9ASEWBvFQ
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#目录
必备基础技能	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E5%BF%85%E5%A4%87%E5%9F%BA%E7%A1%80%E6%8A%80%E8%83%BD
必备Python基础	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E5%BF%85%E5%A4%87Python%E5%9F%BA%E7%A1%80
必备数学基础	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80
必备Python工具包	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E5%BF%85%E5%A4%87Python%E5%B7%A5%E5%85%B7%E5%8C%85
机器学习	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0
机器学习算法	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95
机器学习算法实验分析	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E5%AE%9E%E9%AA%8C%E5%88%86%E6%9E%90
机器学习算法代码复现	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E4%BB%A3%E7%A0%81%E5%A4%8D%E7%8E%B0
机器学习经典案例实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%BB%8F%E5%85%B8%E6%A1%88%E4%BE%8B%E5%AE%9E%E6%88%98
机器学习实战集锦	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98%E9%9B%86%E9%94%A6
数据分析与挖掘	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E4%B8%8E%E6%8C%96%E6%8E%98
数据挖掘实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%95%B0%E6%8D%AE%E6%8C%96%E6%8E%98%E5%AE%9E%E6%88%98
数据挖掘竞赛优胜解决方案	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%95%B0%E6%8D%AE%E6%8C%96%E6%8E%98%E7%AB%9E%E8%B5%9B%E4%BC%98%E8%83%9C%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88
数据分析实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AE%9E%E6%88%98
深度学习	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0
深度学习必备算法	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%BF%85%E5%A4%87%E7%AE%97%E6%B3%95
深度学习必备工具	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95
深度学习框架	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6
深度学习框架-Tensorflow2	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6-Tensorflow2
深度学习框架-Pytorch	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6-Pytorch
深度学习框架-Keras	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6-Keras
深度学习框架-Caffe	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6-Caffe
计算机视觉	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89
Opencv图像处理实战	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#Opencv%E5%9B%BE%E5%83%8F%E5%A4%84%E7%90%86%E5%AE%9E%E6%88%98
计算机视觉实战项目（基于深度学习）	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE%EF%BC%88%E5%9F%BA%E4%BA%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%EF%BC%89
自然语言处理	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86
自然语言处理实战项目（基于深度学习）	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE%EF%BC%88%E5%9F%BA%E4%BA%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%EF%BC%89
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#必备基础技能
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#必备python基础
传送门	https://www.bilibili.com/video/av22404277?from=search&seid=12821472533341778879
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#必备python工具包
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#必备数学基础
	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#机器学习
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	https://patch-diff.githubusercontent.com/HiTutorial/Ai-learn#计算机视觉
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