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Artificial Intelligence & Machine Learning
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Self Driving Car Engineer Nanodegree
Udacity
Platform
· California, USA
About this course
This advanced Nanodegree program prepares you to design, build, and optimize self-driving car systems. You will master computer vision, sensor fusion, localization, planning, and control through hands-on projects using C++, Python, and deep learning, working with real-world datasets such as the Waymo Open Dataset.
Prerequisite Skills
Skills you should have before taking this course
Basic calculus
Intermediate Python
Matplotlib
Derivatives in calculus
C++ proficiency
Finding derivatives
Skills Gained
Skills you will develop by completing this course
Logistic Regression
C++ programming
Robot behavior planning
Object motion models
Robot motion planning
Eigen library
A* search algorithm
Robot trajectory generation
Computer vision for autonomous vehicles
Sensor fusion and object tracking
Robotic localization