日期: 2019 年 3 月 18 日

Andrew Ng 的机器学习课程的视频，由于需要翻墙，因此在这里简单提供一下本站的下载链接。

Mathematics Behind Large Margin Classification

第七周

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Support Vector Machines Kernels I

Support Vector Machines Kernels II

UsingAnSVM

讲座幻灯片 Lecture12 Support Vector Machines
编程作业: Support Vector Machines

第八周

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讲座幻灯片 Lecture14 K-Means Clustering And PCA
编程作业: K-Means Clustering and PCA

第九周

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Density Estimation

Problem Motivation

Gaussian Distribution

Algorithm

Building an Anomaly Detection System

第十周

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Learning With Large Datasets

Stochastic Gradient Descent

第十一周

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Problem Description and Pipeline