Course Modules

1. Overview of AI

1.1 The past of AI
1.1. What is AI
1.2. AI industry and AI society

2. Python Programming Basics

2.1. Introduction to Python
2.2. Data Container
2.3. Python Grammer
2.4. Operations

3. Math Basics

3.1. Linear Algebra
3.2. Probability Theory and Information Theory
3.3. Numeric Calculation

4. Tensorflow

4.1. Tensorflow Basics
4.2. Tensorflow Using

5. Propaedeutics and Overview of Deep Learning

5.1. Learning algorithms
5.2. Common Machine Learning Algorithms
5.3. Parameter Estimation
5.4. Deep Learning Basics
5.5. Neural Networks
5.6. Applications of Deep Learning