Friday, August 5, 2011

Attending the Stanford University's AI course

Missing your Artificial Intelligence class? ;) Register yourself to attend the Introduction to Artificial Intelligence course offered by Stanford University, together with the students in Stanford University, for free!

The course will be taught by Prof. Sebastian Thrun, and Peter Norvig, the co-author of the popular AI book, AI: A Modern Approach.

The course will run from October to December 2011. You will be expected to watch the same lectures, complete the same assignments, and take the same examinations as the Stanford's students who sign up for the course. You will receive grades for your assignments and examinations, and will get certificates created by the professors if you manage to complete the course!

Below is the schedule:

DateContentHomework & Exams
Week of Oct 3Overview of AI, SearchAssignment 1 due Oct 9
Week of Oct 10Statistics, Uncertainty, and Bayes networksAssignment 2 due Oct 16
Week of Oct 17Machine LearningAssignment 3 due Oct 23
Week of Oct 24Hidden Markov models and Bayes filtersAssignment 4 due Oct 30
Week of Oct 31Markov Decision Porcesses and and Reinforcement LearningAssignment 5 due Nov 7
Week of Nov 7Adversarial planning (games) and belief space planning (POMDPs)MIDTERM EXAM due Nov 13
Week of Nov 14Logic and Logical Problem SolvingAssignment 6 due Nov 20
Week of Nov 21Image Processing and Computer VisionAssignment 7 due Nov 27
Week of Nov 28Robotics and robot motion planningAssignment 8 due Dec 4
Week of Dec 5Natural Language Processing and Information Retrieval
Week of Dec 12 FINAL EXAM due Dec 18

If you are interested, please register at http://www.ai-class.com/ before 10 Sept 2011.

Watch the introductory videos here:






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