目录-机器学习老师板书
| 斯坦福课程 | 本书章节 |
|---|---|
| Part 1 | 介绍 Introduction |
| Part 2 | 单变量线性回归 Linear Regression with one variable |
| Part 3 | 线性代数回顾 Linear Algebra Review |
| Part 4 | 多变量线性回归 Linear Regression with Multiple Variables |
| Part 5 | Octave |
| Part 6 | 分类 Classification |
| Part 7 | 正则化 Regularization |
| Part 8 | 神经网络表示 Neural Networks：Representation |
| Part 9 | 神经网络学习 Neural Networks：Learning |
| Part 10 | 使用机器学习的建议 Advice for Applying Machine Learning |
| Part 11 | 机器学习系统设计 Machine Learning System Design |
| Part 12 | 支持向量机 Support Vector Machine |
| Part 13 | 簇 Clustering |
| Part 14 | 降维 Dimensionality Reduction |
| Part 15 | 异常检测 Anomaly Detection |
| Part 16 | 推荐系统 Recommender System |
| Part 17 | 大规模机器学习 Large Scale Machine Learning |
| Part 18 | 应用举例：照片识别 Application Example：Photo OCR |
