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 for autonomous systems, covering zero-shot sim2real transfer, automated training, and generalization techniques for complex tasks and resource-constrained robots.

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

Stanford Seminar - Self-Driving Cars for Everyone

1 review

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

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

Edge Computing in Autonomous Vehicles - Panel Discussion

Experts discuss edge computing in autonomous vehicles, exploring technological advancements, challenges, and future implications for the automotive industry and society.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Mercedes Benz;  Waymo Microcredential

Self Driving Car Engineer

5 reviews

Master autonomous vehicle engineering skills, from computer vision to sensor fusion, localization, planning, and control, preparing you for a career in self-driving technology.

• Udacity
• 4 months 5 hours 36 minutes
• On-Demand
• Paid Course

Mercedes Benz Microcredential

Sensor Fusion

184 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
• 3 months 4 days 19 minutes
• On-Demand
• Paid Course

Microcredential

Introduction to Self-Driving Cars

392 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
• 3 months 2 weeks 5 days 3 hours 12 minutes
• On-Demand
• Paid Course

Microcredential

Flying Car and Autonomous Flight Engineer

125 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
• 4 months 1 week 1 day 11 hours 16 minutes
• On-Demand
• Paid Course

6.S094: Deep Learning for Self-Driving Cars

2 reviews

Explore deep learning applications in self-driving cars, covering reinforcement learning, convolutional neural networks, recurrent neural networks, and human-centered autonomous systems.

• Independent
• On-Demand
• Free Online Course

Baidu;  Apollo

Self-Driving Fundamentals: Featuring Apollo

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
• 4 weeks
• On-Demand
• Free Online Course

Discovering Autonomous Systems

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
• On-Demand
• Paid Course

Introduction to Self-Driving Cars

2853 ratings at Coursera

Explore hardware, software, safety, and control systems for autonomous vehicles. Develop Python code to navigate a simulated self-driving car on a racetrack using CARLA.

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

Microcredential

Self-Driving Cars

Master autonomous vehicle technology through hands-on projects using CARLA simulator. Gain comprehensive understanding of state-of-the-art engineering practices and build your own self-driving software stack.

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

State Estimation and Localization for Self-Driving Cars

824 ratings at Coursera

Explore state estimation and localization techniques for self-driving cars, including Kalman filters, GPS/INS integration, and LIDAR sensing. Gain practical skills in implementing autonomous vehicle state estimators.

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