Table of Contents
- Introduction to Artificial Intelligence
- Classification and regression using supervised learning
- Predictive analytics with ensemble learning
- Detecting patterns with unsupervised learning
- Building recommender systems
- Logic programming
- Heuristic search techniques
- Genetic algorithms
- AI Games
- Natural Language Processing
- Probabilistic Reasoning for sequential data
- Speech Recognition
- Object detection and tracking
- Artificial Neural Networks
- Reinforcement Learning
- Deep Learning with convolutional neural networks

