Problem Solving With AI Approaches: Heuristic Searches and Statistical Classifications.

• Image Rotation Classifier: Neural Net, k-Nearest Neighbors algorithms

• Part of Speech Tagger: Naive Bayes, Viterbi, Markov chain Monte Carlo algorithms

• Constraint Satisfaction using graphs: Most constrained variable first, least constraining value first approach

• Game Playing with chance: expecti-minimax algorithm

• Game Playing with no chance: minimax with alpha-beta pruning approach

• Graph Search: DFS, BFS, A Star algorithms

CSCI.B551.AI: Elements of Artificial Intelligence by Professor David Crandall

Artificial Intelligence: A Modern Approach (3rd Ed.) by Stuart Russell and Peter Norvig