Autonomous Vehicles Courses and Certifications

Transport Systems: Global Issues and Future Innovations

78 reviews

Discover how the transport sector can develop infrastructures that meet the needs of a 21st century population.

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

• Best of All Time

Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

1 review

Explore scalable reinforcement learning with Stanford's seminar. Learn about zero-shot sim2real transfer, autonomous navigation, and automating training processes. Less than 1-hour workload.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

I will describe some key ingredients to enable this: (1) robust self-supervised learning (2) uncertainty awareness (3) compositionality. We utilize NVIDIA Isaac for GPU-accelerated robot learning at scale on a variety of tasks and domains.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

6.S094: Deep Learning for Self-Driving Cars

2 reviews

MIT's online course introduces deep learning through the lens of self-driving car development, suitable for beginners and advanced researchers alike.

• Independent
• On-Demand
• Free Online Course

Introduction to Self-Driving Cars

2796 ratings at Coursera

Learn the basics of self-driving cars, including design, safety, and control programming, in this 7-week advanced course from the University of Toronto. Suitable for those with a background in engineering or robotics.

• Coursera
• 1 day 11 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Self-Driving Cars

University of Toronto's 30-week course offers comprehensive understanding of engineering practices in the self-driving car industry, with hands-on projects and insights from industry experts.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

State Estimation and Localization for Self-Driving Cars

809 ratings at Coursera

Learn to use sensors for state estimation and localization in self-driving cars with this advanced 5-week course from the University of Toronto. Ideal for those with a background in engineering or robotics.

• Coursera
• 1 day 2 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Visual Perception for Self-Driving Cars

553 ratings at Coursera

Explore the perception tasks in autonomous driving with this 6-week advanced course by the University of Toronto. Learn to work with camera models, design neural networks, and apply these to object detection and tracking.

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

Motion Planning for Self-Driving Cars

453 ratings at Coursera

Learn to plan autonomous driving tasks with the University of Toronto's 7-week course. Master Dijkstra's and A* algorithms, finite state machines, and collision checking. Python 3.0 experience required.

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

Microcredential

Autonomous Vehicle Engineering

Explore the Autonomous Vehicle sector with this 13-week course from the University of Naples Federico II. Gain multidisciplinary skills in big data management, mechatronic systems, and autonomous flight systems.

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

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)

Automated and Connected Driving Challenges

9 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)

ETH Zurich

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)

Chalmers University of Technology

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)

Chalmers University of Technology

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)