Autonomous Vehicles Courses and Certifications

Automated and Connected Driving Challenges

14 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/week
• Self-Paced
• Free Online Course (Audit)

Multi-Object Tracking for Automotive Systems

5 ratings at edX

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

• edX
• 10 weeks, 10-20 hours/week
• Self-Paced
• 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
• 7 weeks, 4-10 hours/week
• Self-Paced
• Free Online Course

Decision-Making for Autonomous Systems

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

• edX
• 7 weeks, 10-20 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

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
• 19 weeks, 10-20 hours/week
• Self-Paced
• $548.00
• 2 courses

Mercedes Benz Credential

Sensor Fusion

186 ratings at Udacity

Explore sensor fusion fundamentals for self-driving cars, covering lidar, radar, camera, and Kalman filters. Gain practical skills in data processing, object tracking, and building a complete perception pipeline.

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

Credential

Introduction to Self-Driving Cars

395 ratings at Udacity

Learn the fundamentals of self-driving car technology, including probability, C++, machine learning, and linear algebra. Gain hands-on experience in vehicle motion, computer vision, and data structures.

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

Stanford Seminar - Self-Driving Cars for Everyone

3 ratings

Explore the future of autonomous vehicles with Zoox co-founders, discussing technology, user experience, and potential impacts on transportation and society.

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

Stanford Seminar - Autonomous Driving, Are We There Yet? - Technology, Business, Legal Considerations

Exploring autonomous driving's technological, business, and legal challenges. Discusses paradigm shifts in personal mobility, industry transformation, and steps needed to realize this revolutionary vision for transportation.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Online Course

Credential

Flying Car and Autonomous Flight Engineer

127 ratings at Udacity

Master autonomous flight software engineering, developing sophisticated flying car systems and writing real code for aircraft. Learn drone robotics, path planning, controls, and sensor fusion to build a complete autonomous flight solution.

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

The Engineers Post

Advanced Driver Assistance System - Every ADAS Level in Car Explained

31 ratings

Comprehensive overview of Advanced Driver Assistance Systems (ADAS), explaining their functionality, levels, and various features to enhance vehicle safety and driver performance.

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

Baidu;  Apollo

Self-Driving Car Fundamentals: Featuring Apollo

10 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

Discovering Autonomous Systems

5 ratings at Udacity

Autonomous system is one of the highest-impact, most in-demand skills. In this lesson, we'll introduce you to the fundamental concepts and terms that you'll need to step into this amazing world.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

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
• Self-Paced
• Free Online Course