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

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