Recommended time: 3 months, Level: Advanced, Perequisite: Algebra, Calculus, Statistics, & Python
The course is based around the book by Peter Norvig who also gives a lot of the lectures within the programm:
- English: Artificial Intelligence: A Modern Approach
- German: Künstliche Intelligenz: Ein moderner Ansatz
At the end of the course Udacity recommends to take the Deep Learning, Deep Reinforcement Learning and Machine Learning Engineer Nanodegree Programm.
- Build a Sudoku Solver
- Build a Forward-Planning Agent (Automated Planning)
- Build an Adversarial Game Playing Agent (Adversarial Search)
- Part of Speech Tagging (Probabilistic Models)