This advanced-level course from Columbia University on edX covers the fundamentals and advanced concepts of AI. Topics include intelligent agents, search algorithms, game playing, machine learning algorithms, and AI applications in areas like natural language processing and robotics. The course involves hands-on programming assignments in Python.

Basic knowledge of Python, linear algebra, calculus, and probability.

Learners will understand AI principles, develop intelligent agents, and apply machine learning techniques to real-world problems.