Learn to fuse lidar point clouds, radar signatures, and camera images using Kalman Filters to perceive the environment and detect and track vehicles and pedestrians over time.
Computer Vision, Deep Learning, Sensor Fusion, Localization, Self-Driving Cars
In Collaboration With
Mercedes, Nvidia, Uber ATG, Didi, BMW, McLaren
advanced
Program Details
advanced
Self-driving cars are set to revolutionize the way we live. This is transformational technology, on the cutting-edge of robotics, machine learning, software engineering, and mechanical engineering. In this program, you’ll learn the skills and techniques used by self-driving car teams at the most advanced technology companies in the world.
3D Motion Planning, Controls, Estimation, Kalman Filters
advanced
Program Details
advanced
Master job-ready autonomous flight software engineering skills as you tackle advanced challenges, write real code for real aircraft, and develop a systems understanding of the Flying Car full-stack.
Apollo HD Map, Localization, Perception, Prediction, Planning, Control
In Collaboration With
Baidu
beginner
Course Details
beginner
Identify key parts of self-driving cars, utilize Apollo HD Map, localization, perception, prediction, planning and control, and start the learning path of building a self-driving car.
Write Python code to find numerical solutions to systems of differential equations. The models you create will fight wildfires, bring spaceships back to earth, and more!