Artificial Intelligence
Free English
Beginner module
Syllabus covered
Social Network Analysis with Lada Adamic
Network Analysis in Systems Biology Coursera Promo by Professor Avi Ma’ayan
Digital Signal Processing with Paolo Prandoni and Martin Vetterli
Machine Learning: About the class
Intermediate module
Syllabus covered
Game Theory
Discrete Inference and Learning in Artificial Vision with Nikos Paragios and Paw
Computational Neuroscience with Rajesh P. N. Rao and Adrienne Fairhall
Artificial Intelligence Planning with Gerhard Wickler and Austin Tate
Advanced module
Syllabus covered
Image and video processing: From Mars to Hollywood with a stop at the hospital with Guillermo Sapiro
Making Better Group Decisions: Voting, Judgement Aggregation and Fair Division
Discrete Optimization with Pascal Van Hentenryck
Neural Networks for Machine Learning with Geoffrey Hinton
Expert module
Syllabus covered
Probabilistic Graphical Models with Daphne Koller
Web Intelligence and Big Data with Gautam Shroff
Computational Investing, Part I with Tucker Balch
Networked Life with Michael Kearns