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about-ml's Introduction

about-ml 有关机器学习


一、数学基础

I 数学知识点汇总

II 微积分

III 线性代数

IV 概率论和统计学
  • 统计数据的展示

  • 概率与统计思维导图

  • 基本概率分布

V 最优化

二、Python/R/Octave语言

I Python语言
II R语言
III Octave

机器学习分类

I 有监督学习
II 无监督学习
III 强化学习
IV 深度学习
V 迁移学习

机器学习领域

I 图像处理领域
II 自然语言领域
III 语音识别领域

统计学习和机器学习

I 统计机器学习算法

II 统计机器学习思维导图

深度学习

I 深度学习知识点汇总

II 深度学习中的优化算法

about-ml's People

Contributors

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