Deep Learning Tutorial --- 李宏毅 Hung-yi Lee

Lecture 1: Introduction of Deep Learning

1-1. Introduction of Deep Learning

1.Machine Learning: Looking for a Function


2.Three Steps of Deep Learning




3.Neural Network









1-2. Why Deep ?





1-3. "Hello World" for Deep Learning

Keras:https://keras.io/

Lecture 2: Tips for Training DNN


2-1. Good Results on Training Data?









2-2.Good Results on Testing Data?










Lecture 3: Variants of Neural Networks


3-1.convolutional neural network







3.2 Recurrent Neural Network








Lecture 4: Next Wave


4-1. Supervised learning




4-2. Reinforcement Learning





4-3.Unsupervised Learning





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