Coursework

• Unit 0: Intro to Python
• Unit 1: Graphs, breadth first search, iterative deepening depth-first search, k-limited depth-first search, A* search (Sliding Puzzles, Word Ladders)
• Unit 2: Constraint satisfaction problems, backtracking, forward looking, constraint propagation (N-Queens, Sudoku)
• Unit 3: AI, heuristics, minimax algorithm, regex, alpha-beta pruning (Othello, Tic-Tac-Toe)
• Unit 4: AI, Natural Language Processing (Crosswords, NLTK)
• Unit 5: Genetic algorithms (Substitution Cipher, Tetris)
• Unit 6: Decision trees (K-Means)
• Unit 7: Neural Networks