Stanford University - CS 373 Programming a Robotic Car

[TheJonathan]

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

DOWNLOAD

http://rapidgator.net/file/db5c380aeb6f38246186585bcf4aba87/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar.html
http://rapidgator.net/file/3c4e9af37a02d2daabbed60b5866c8a0/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar.html
http://rapidgator.net/file/721ef4ee939418a0a3650dd860997672/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar.html

https://bytewhale.com/z3vg0nu3e73c/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
https://bytewhale.com/pn2ugvksw23k/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
https://bytewhale.com/gajz5sm5u2fa/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar

http://uploaded.net/file/mta6w385/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
http://uploaded.net/file/oddz9bwf/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
http://uploaded.net/file/xh1in262/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar

https://www.bigfile.to/file/KVDq7GYrwMdm/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
https://www.bigfile.to/file/ebGNwZpzwaxk/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
https://www.bigfile.to/file/XQAhMxVPWcas/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar

http://nitroflare.com/view/0729A0E31C9F7BD/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
http://nitroflare.com/view/DA031D1373B0054/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
http://nitroflare.com/view/780FA693C8B5491/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar

http://uploadgig.com/file/download/218E6dD6d5bc4b2B/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part1.rar
http://uploadgig.com/file/download/3f79a9eAc812faD8/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part2.rar
http://uploadgig.com/file/download/055D8AF9064b1001/t6ssg.Stanford.University..CS.373.Programming.a.Robotic.Car.part3.rar