Contents
Chapter 1: Introduction to Artificial Intelligence
Chapter 2: Classification and Regression Using Supervised Learning
Chapter 3: Predictive Analytics with Ensemble Learning
Chapter 4: Detecting Patterns with Unsupervised Learning
Chapter 5: Building Recommender Systems
Chapter 6: Logic Programming
Chapter 7: Heuristic Search Techniques
Chapter 8: Genetic Algorithms
Chapter 9: Building Games With Artificial Intelligence
Chapter 10: Natural Language Processing
Chapter 11: Probabilistic Reasoning for Sequential Data
Chapter 12: Building A Speech Recognizer
Chapter 13: Object Detection and Tracking
Chapter 14: Artificial Neural Networks
Chapter 15: Reinforcement Learning
Chapter 16: Deep Learning with Convolutional Neural Networks