1. Introduction on machine learning and deep learning: Slides

2. Tutorial manuscript, start from Section 2.

3. Example code repository: Deep_learning_examples

4. Hand-on coding: Slides

5. Other resource related to deep learning:

• Coursera deep learning specializations: Suitable for beginners
• Udacity deep learning course: Intermediate level
• Stanford CS231n: Deep learning in computer vision
• Stanford CS229: Machine learning
• Stanford CS224d: Deep learning for natural language processing
• Stanford CS224w: Network and graph
• Deep learning book
• Youtube videos about machine learning with Python
• Berkeley CS 294-112: Deep reinforcement learning
• Tensorflow tutorial
• CMU PGM: Probabilistic graphic model, very advanced course