Autonomous Vehicles Courses and Certifications

Visual Perception for Self-Driving Cars

572 ratings at Coursera

Explore visual perception for autonomous vehicles, covering camera models, feature detection, neural networks, object detection, and semantic segmentation. Gain practical skills for developing self-driving car perception systems.

• Coursera
• 1 day 7 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

Motion Planning for Self-Driving Cars

464 ratings at Coursera

Explore mission planning, behavior planning, and local planning for autonomous vehicles. Learn to create optimal paths, navigate obstacles, and implement a hierarchical motion planner in CARLA simulator.

• Coursera
• 1 day 8 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Autonomous Vehicle Engineering

Explore autonomous vehicle technologies in automotive and aerospace, covering big data, mechatronic systems modeling, and safe autonomous flight. Gain multidisciplinary skills for various industrial applications.

• Coursera
• 13 weeks, 2 hours a week
• On-Demand
• Paid Course
• 3 courses

Autonomous Cars: How Do They Work and Impact Us?

1521 ratings at Udemy

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

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Data Science: Deep Learning Project for Self Driving Cars

100 ratings at Udemy

Hands-on Traffic Sign Image Classification for Self-Driving Cars using Deep Learning (Convolutional Neural Network)

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Campus - the Israeli National Project for Digital Learning

Bayesian Algorithms for Self-Driving Cars

1 review

"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 vehicles.

• edX
• 13 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Video

Future Pitfalls and Promises of Safety in Autonomous Systems

Explore the potential impacts and ethical considerations of autonomous vehicle technology, including its effects on driving habits and society at large.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Automated and Connected Driving Challenges

12 ratings at edX

The MOOC "Automated and Connected Driving Challenges (ACDC)" introduces participants to some of the latest research challenges and provides the possibility to develop and test automated and connected driving functions step by step.

• edX
• 15 weeks, 3-8 hours a week
• On-Demand
• Free Online Course (Audit)

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 drive autonomously in your scaled city (Duckietown).

• edX
• 9 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

Multi-Object Tracking for Automotive Systems

Learn how to localize and track dynamic objects with a range of applications including autonomous vehicles

• edX
• 10 weeks, 10-20 hours a week
• On-Demand
• Free Online Course (Audit)

Decision-Making for Autonomous Systems

Learn effectivetactics for making keydecisionswhen working with autonomous, self-driving vehicles.

• edX
• 7 weeks, 10-20 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Sensor Fusion and Multi-Object Tracking

Master sensor fusion and multi-object tracking for autonomous vehicles. Gain practical skills in Bayesian statistics, recursive estimation, and advanced algorithms applicable to automotive and various tracking scenarios.

• edX
• On-Demand
• $548.00
• 2 courses

Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems

Discover the benefits and risks of deep learning and its uses in systems such as assistive technology and facial recognition.

• FutureLearn
• 3 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

Chang’an University

Advanced Driving Assistance System

Explore autonomous vehicle technology through hands-on projects, covering perception systems, obstacle avoidance, path planning, and vehicle control while building a programmable smart car model with practical applications.

• XuetangX
• On-Demand
• Free Online Course