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Tutorials : Sanford University - Artificial Intelligence (2011)

Author: optimus133 | 22-12-2011, 02:54 | Views: 199

Sanford University - Artificial Intelligence (2011)
English | h264 1000x562 15fps | MP4A 48000 Hz 128kbps | 4.42 GB
Genre: Video Training

The course "Introduction to Artificial Intelligence" held in fall 2011 Stanford University (USA, California). Senior year: Prof Sebastian Thrun & Prof Peter Norvig The course is of 22 parts - video tutorials. Tests and examinations of the course presented in the form of interactive video, so that the hand contains a separate video with questions and answers with a separate video for them. Additional material does not contain any rate. Full list of courses conducted by the university in fall 2011
99

Content
1. Overview of AI, Search
2. Statistics, Uncertainty, and Bayes networks
3. Machine Learning
4. Logic and Planning
5. Markov Decision Processes and Reinforcement Learning
6. Hidden Markov Models and Filters
7. Adversarial and Advanced Planning
8. Image Processing and Computer Vision
9. Robotics and robot motion planning
10. Natural Language Processing and Information Retrieval

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