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# AiLearning-Theory-Applying
快速上手Ai理论及应用实战： ，
## 学习章节：
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md' > 必备数学基础Basic knowledge</ a >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E9%AB%98%E7%AD%89%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80' > 高等数学基础</ a >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E5%87%BD%E6%95%B0' > 函数</ a ></ li >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E6%96%B9%E5%90%91%E5%AF%BC%E6%95%B0%E5%BC%95%E5%87%BA%E6%A2%AF%E5%BA%A6' > 方向导数（引出梯度）</ a ></ li >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E6%A2%AF%E5%BA%A6' > 梯度</ a ></ li >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E5%BE%AE%E7%A7%AF%E5%88%86' > 微积分</ a >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E5%BE%AE%E7%A7%AF%E5%88%86%E5%9F%BA%E6%9C%AC%E7%90%86%E8%AE%BA' > 微积分基本理论</ a >
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</ li >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E6%B3%B0%E5%8B%92%E5%85%AC%E5%BC%8F' > 泰勒公式</ a >
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< li >< a > 线性代数基础</ a >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E7%9F%A9%E9%98%B5%E5%92%8C%E7%89%B9%E5%BE%81' > 矩阵和特征</ a >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E5%90%91%E9%87%8F%E5%86%85%E7%A7%AF' > 向量内积</ a >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#svd%E7%9F%A9%E9%98%B5%E5%88%86%E8%A7%A3' > SVD矩阵分解</ a >
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< li >< a > 随机变量</ a >
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< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E7%A6%BB%E6%95%A3%E5%92%8C%E8%BF%9E%E7%BB%AD%E5%9E%8B%E6%95%B0%E6%8D%AE' > 离散和连续型数据</ a >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E7%AE%80%E5%8D%95%E9%9A%8F%E6%9C%BA%E6%8A%BD%E6%A0%B7' > 简单随机抽样</ a >
< li >< a href = 'https://github.com/ben1234560/AiLearning-Theory-Applying/blob/master/%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md#%E6%9E%81%E5%A4%A7%E4%BC%BC%E7%84%B6%E4%BC%B0%E8%AE%A1' > 极大似然估计</ a >
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</ li >
< li >< a > 机器学习MachineLearning</ a >
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< li >< a > 持续更新中</ a >
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