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目录

  • 前言

第一周：Welcome

第二周：Linear Regression with Multiple Variables

第三周：Logistic Regression

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

第十周：Large Scale Machine Learning

第十一周：Application Example: Photo OCR

附录

GitHub Repo：Halfrost-Field

Follow: halfrost · GitHub

Source: https://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/contents.md