Self-Driving Cars Courses and Certifications

Career Certificate

Introduction to Self-Driving Cars

397 ratings at Udacity

Learn how self-driving cars perceive their surroundings, reason about motion, and navigate autonomously using C++, Python, mathematics, computer vision, and machine learning.

• Udacity
• 74 hours
• Self-Paced
• Paid Course

Introduction to Self-Driving Cars

2938 ratings at Coursera

Build longitudinal and lateral controllers in Python to drive a car around a racetrack in CARLA, modeling vehicle dynamics and assessing autonomy hardware, software stacks and safety.

• Coursera
• 8 weeks, 4 hours a week
• Self-Paced
• Paid Course

Career Certificate

Self-Driving Cars

3559 ratings at Coursera

Build a self-driving software stack: state estimation and localization, visual perception, and motion planning, using real autonomous vehicle data and the CARLA simulator.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

State Estimation and Localization for Self-Driving Cars

842 ratings at Coursera

Estimate a self-driving car's pose from noisy sensors: apply least squares, extended and unscented Kalman filters, GNSS/IMU models, and LIDAR ICP scan matching in CARLA.

• Coursera
• 6 weeks, 4 hours a week
• Self-Paced
• Paid Course

Stanford Seminar - Self-Driving Cars for Everyone

3 ratings

Zoox’s founders explain how autonomous cars work and envision an electric fleet that could make owning a ride obsolete.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Campus - the Israeli National Project for Digital Learning

Bayesian Algorithms for Self-Driving Cars

1 rating

"Bayesian Algorithms for Self-Driving Cars" is an advanced Computer science course, designed to equip the student with the most important localization algorithms now deployed in modern autonomous vehi

• edX
• 13 weeks, 2-3 hours a week
• Self-Paced
• Free Certificate

Mercedes Benz;  Waymo Career Certificate

Self Driving Car Engineer

5 ratings

Build self-driving car systems through hands-on work in computer vision, sensor fusion, localization, planning, and control.

• Udacity
• 78 hours
• Self-Paced
• Paid Course

Self-Driving Cars with Duckietown

Self-Driving Cars with Duckietown is the first robotics and AI MOOC with scale-model self-driving cars. Learn state-of-the-art autonomy hands-on: build your own real robot (Duckiebot) and get it to dr

• edX
• 7 weeks, 4-10 hours a week
• Self-Paced
• Free Online Course

Self-Driving Cars With Carla and Python

In this course, you will learn about Carla, an open source autonomous driving simulator. Carla creates a sort of open world with streets, other cars, pedestrians, weather, sensors, and more to help you to write logic to drive self-driving cars, coming wi…

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Baidu;  Apollo

Self-Driving Car Fundamentals: Featuring Apollo

13 ratings at Udacity

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.

• Udacity
• 21 hours
• Self-Paced
• Free Online Course

Prodramp

Transform Open-Source Self-Driving Cars Data to Analyze and Visualize Locally with Streetscape.gl

Visualize and analyze KITTI and NuScenes self-driving datasets locally with XVIZ-transformed data and streetscape.gl.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Autonomous Cars: How Do They Work and Impact Us?

4035 ratings at Udemy

Everything You Need to Know About Autonomous Driving / Self-driving / Driverless / Robot Cars. Functionality To Impact.

• Udemy
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Autonomous Cars: Deep Learning and Computer Vision in Python

1479 ratings at Udemy

Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars

• Udemy
• 12 hours 28 minutes
• Self-Paced
• Paid Course

Coursera

The Road to Autonomy: Exploring EV Technologies

24 ratings at Coursera

Explore autonomous electric vehicles: trace their evolution, examine sensor systems, perception algorithms and decision-making, and weigh safety frameworks protecting passengers and pedestrians.

• Coursera
• 2 hours 40 minutes
• Self-Paced
• Paid Course

Packt

Self-Driving Car Specialization Course

Learn autonomous vehicle design end to end: PID and Kalman filter control, object detection and semantic segmentation, ROS2 and Gazebo simulation, and Jetbot on Jetson Nano.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course