Curriculum

6 Topics
Welcome to Artificial Intelligence
Introduction to Artificial Intelligence
Solving Sudoku With A1
Setting Up Your Environment and Workspaces
Build a Sudoku Solver
Constraint Satisfaction Problems

5 Topics
Introduction
Uniinformed Search
Informed Search
Classroom Exercise: Search
Additional Search Topics

5 Topics
Symbolic Logic & Reasoning
Introduction to Planning
Classical Planning
Build a Forward-Planning Agent
Additional Planning Topics

6 Topics
Introduction
Hill Climbing
Simulated Annealing
Genetic Algorithms
Optimization Exercise
Additional Optimization Topics

6 Topics
Introduction to Adversarial Search
Search in Multiagent Domains
Optimizing Minimax Search
Build an Adversarial Game Playing Agent
Extending Minimax Search
Additional Adversarial Search Topics

8 Topics
Introduction to Probabilistic Models
Probability
Spam Classifier with Naïve Bayes
Bayes Nets
Inference in Bayes Nets
Part of Speech Tagging with HMMs
Dynamic Time Warping
Project: Part of Speech Tagging

1 Topic
Additional Topics in A1

2 Topics
Hidden Markov Models
Advanced HMMs

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Artificial Intelligence

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