Haobin Tan
Haobin Tan
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AI
Overveiw
NN Basics
Perceptron
👍 Activation Functions
👍 Loss Functions
MLP and Backprop
Math: Softmax
Generalization
Generalization: Dropout
👍 Generalization: Data Augmentation
Efficient Training
Optimizers
👍 Batch Normalization
Unsupervised Learning
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Bolzmann Machine
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👍 CNN Basics
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👍 RNN Summary
👍 LSTM Summary
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👍 Attention
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Convolutional Neural Network (CNN)
Deep Learning
CNN
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