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Machine Learning

吴恩达大师的课程 Machine Learning

会随着复习,进行进一步更新,比如,组织结构化和逻辑化,符号美观,并且去掉一些图片。

课程不允许 homeworkquiz 代码放入 github ,所以我将作业私有化了。

 

插件

githubmarkdown 不支持公式, 安装下面的 chrome 安装插件,可以正常看markdown 的公式

github with mathjax

 

笔记

week1 Introduction

week2 Linear Regression with Multiple Variables

week3 Logistic Regression

week4 Neural Networks: Representation

week5 Neural Networks: Learning

week6 Advice for Applying Machine Learning

week7 Support Vector Machines

week8 Unsupervised Learning

week9 Anomaly Detection

week10 Large Scale Machine Learning

week11 Application Example: Photo OCR

 

作业

 

QUIZ

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Machine Learning by Andrew Ng

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