目录
- 前言
第一周：Welcome
第二周：Linear Regression with Multiple Variables
第三周：Logistic Regression
- 3.1 Logistic Regression
- 3.2 Regularization
第四周：Neural Networks: Representation
第五周：Neural Networks: Learning
第六周：Advice for Applying Machine Learning
第七周：Support Vector Machines
第八周：Unsupervised Learning
第九周：Anomaly Detection
- 9.1 Anomaly Detection
- 9.2 Recommender Systems
第十周：Large Scale Machine Learning
第十一周：Application Example: Photo OCR
GitHub Repo：Halfrost-Field
Follow: halfrost · GitHub
Source: https://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/contents.md
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