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全球顶级高校AI课程知识点笔记与速查表

Jupyter Notebook 0.30% Shell 0.01% Python 0.51% JavaScript 99.17%

awesome-ai-courses-notes-cheatsheets's Introduction

全球顶级高校AI课程知识点笔记与速查表

全球顶级高校AI课程知识点笔记与速查表系列，包含机器学习、深度学习、NLP、CV、强化学习等多个垂直内容

本github是 ShowMeAI 资料库的AI课程笔记速查表分支系列，覆盖全球顶级高校最优质的一系列AI相关课程，包括机器学习、深度学习、强化学习、自然语言处理、计算机视觉等，旨在为学习者提供一整套高品质中文笔记速查表资料。

课程笔记和资料在不断完善和整理中，将在制作和校对完成后逐步更新于本github，欢迎有能力的同学参与和完善，也欢迎大家关注我们的公众号和网站加入学习小组一起学习进步。

内容翻译&制作：韩信子@ShowMeAI
笔记设计&编辑：南乔@ShowMeAI

目录


CS229-机器学习

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监督学习

无监督学习

深度学习


机器学习技巧和经验

概率与统计

线性代数与微积分

CS230-深度学习

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卷积神经网络

循环神经网络

深度学习技巧与经验

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