Stanford University - CS 373 Programming a Robotic Car
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Stanford University - CS 373: Programming a Robotic Car
WEBRip | English | FLV | 854 x 480 | AVC ~335 kbps | 29.970 fps
AAC | 123 Kbps | 44.1 KHz | 2 channels | ~7 hours | 2.06 GB
Genre: eLearning Video / Science, Programming, Cybernetics
This class, taught by one of the foremost experts in AI, will teach you basic methods in Artificial Intelligence, including: probabilistic inference, computer vision, machine learning, and planning, all with a focus on robotics. Extensive programming examples and assignments will apply these methods in the context of building self-driving cars. You will get a chance to visit, via video, the leading research labs in the field, and meet the scientists and engineers who are building self-driving cars at Stanford and Google.
Prerequisites: The instructor will assume solid knowledge of programming, all programming will be in Python. Knowledge of probability and linear algebra will be helpful.
WEEK 1:
Basics of probability
Car localization with particle filters
WEEK 2:
Gaussians and continuous probability
Tracking other cars with Kalman filters
WEEK 3:
Image Processing and Machine Learning
Finding objects in sensor data
WEEK 4:
Planning and search
Determining where to drive with A* search
Finding optimal routes with dynamic programming
WEEK 5:
Controls
Controlling steering and speeds with PID
WEEK 6:
Putting it all together
Programming a self-driving car
WEEK 7:
Final Exam
Kod:
rapidgator_net:
http://rapidgator.net/file/06f8adb6a1da45c4784f50863e437f0a/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar.html
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http://rapidgator.net/file/050552a43e6e3f70444045ef01810ffa/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar.html
nitroflare_com:
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http://nitroflare.com/view/FC1D6C50CF511B9/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar
uploaded_net:
http://uploaded.net/file/fgumcini/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
http://uploaded.net/file/g9ktkk3b/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
http://uploaded.net/file/qazyb4op/iclmf.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar
