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