文件名称:machine-learning
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斯坦福大学有关于机器学习的英文讲义，主讲人为Andrew Ng。-Stanford University about machine learning English handouts, speaker artificially Andrew Ng.
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下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
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| machine learning 讲义 | ||
| .....................\cs229-Linear Algebra Review and Reference .pdf | ||
| .....................\cs229-notes10Principal Components Analysis .pdf | ||
| .....................\cs229-notes11Independent Components Analysis .pdf | ||
| .....................\cs229-notes12Reinforcement Learning and Control .pdf | ||
| .....................\cs229-notes1Supervised Learning | Discriminative Algorithms.pdf | |
| .....................\cs229-notes2Generative Algorithms .pdf | ||
| .....................\cs229-notes3Support Vector Machines .pdf | ||
| .....................\cs229-notes4Learning Theory .pdf | ||
| .....................\cs229-notes5Regularization and Model Selection .pdf | ||
| .....................\cs229-notes6Online Learning and the Perceptron Algorithm.pdf | ||
| .....................\cs229-notes7aUnsupervised Learning | k-means clustering.pdf | |
| .....................\cs229-notes7bMixture of Gaussians .pdf | ||
| .....................\cs229-notes8The EM Algorithm .pdf | ||
| .....................\cs229-notes9Factor Analysis .pdf | ||
| .....................\ML-advice.pdf |