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机器学习与人工智能专题(28)

我比较懒，该系列暂时无对应的描述信息，容我好好想想再更新

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The Truth About Linear Regression

The Truth About Linear Regression

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Regression III: Extending Linear Regression

Regression III: Extending Linear Regression

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Evaluating Predictive Models

Evaluating Predictive Models

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Smoothing Methods in Regression

Smoothing Methods in Regression

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Additive Models

Additive Models

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Classification and Regression Trees

Classification and Regression Trees

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Geometry of linear classifiers.

Geometry of linear classifiers.

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lecture-26Logistic Regression

lecture-26Logistic Regression

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Support Vector Machines

Support Vector Machines

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Density Estimation

Density Estimation

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Mixture Models, Latent Variables and the EM A...

Mixture Models, Latent Variables and the EM Algorithm

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Causal Inference

Causal Inference

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