Book Content
chapters • 14h52m total length
1. Introduction to Artificial Intelligence
2. Classification and regression using supervised learning
3. Predictive analytics with ensemble learning
4. Detecting patterns with unsupervised learning
5. Building recommender systems
6. Logic programming
7. Heuristic search techniques
8. Genetic algorithms
9. AI Games
10. Natural Language Processing
11. Probabilistic Reasoning for sequential data
12. Speech Recognition
13. Object detection and tracking
14. Artificial Neural Networks
15. Reinforcement Learning
16. Deep Learning with convolutional neural networks
