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AI背后的数学基础 by Siraj Raval

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2017-06-24 06:07:42

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https://www.youtube.com/watch?v=g8D5YL6cOSE The Math of Intelligence

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SVM

29:55

Second Order Optimization

10:54

Logistic Regression

44:02

Vectors

10:59

K-Means Clustering

30:56

Neural Networks

11:19

Convolutional Neural Networks

46:06

Dimensionality Reduction

10:49

Recurrent Neural Networks

45:36

Probability Theory

09:31

Random Forests

36:28

Gaussian Mixture Models

38:08

Generative Models

09:03

LSTM Networks

45:04

Learn Deep Learning

24:02

Evolutionary Space Invaders

33:42

Quantum Computing

09:58

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