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    Udacity - Programming a Robotic Car

    Posted By: Max-X
    Udacity - Programming a Robotic Car

    Udacity - Programming a Robotic Car
    English | .MP4 | h264, yuv420p, 854x480, 29.97 fps(r) | aac, 44100 Hz, stereo | 2.06 GB
    Genre: E-learning

    his 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
    Exam testing your knowledge

    Screenshot:

    Udacity - Programming a Robotic Car