List of topics for the final exam

• Probabilistic Reasoning
• Bayes Rule (uses and assumptions)
• Temporal reasoning and Markov chains
• Utility theory and value of information
• Learning
• Concepts and limits
• Decision trees
• Perceptrons and neural networks
• K-nearest neighbor
• Explanation-based learning
• Natural Language Understanding
• Probabilities and text classification
• Speech recognition