Autonomous Vehicles Courses and Certifications

AI for Autonomous Vehicles and Robotics

58 ratings at Coursera

Master the fundamentals of AI applications in autonomous systems, exploring machine learning algorithms for perception, decision-making, and control in self-driving vehicles and robotics.

• Coursera
• 6 hours 42 minutes
• Self-Paced
• Paid Course

Edge Computing in Autonomous Vehicles - Panel Discussion

2 ratings

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
• Self-Paced
• Free Video

Introduction to Self-Driving Cars

2932 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
• Self-Paced
• Paid Course

Towards Robust and Reliable Autonomous Vehicles with Foundation Models

Explore cutting-edge developments in autonomous vehicle technology, focusing on vision-based systems, multi-target distillation, and the integration of large language models for enhanced driving capabilities.

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

DevConf

Ensuring Fair Behavior Among Autonomous Vehicles

Explore a novel approach to incentivize fair behavior in autonomous vehicle ecosystems using blockchain technology and fairness tokens.

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

USC Information Sciences Institute

Harnessing Autonomous Vehicles for Smarter Traffic Management

Explore how autonomous vehicles can be strategically deployed to improve traffic efficiency across highways, routing networks, and toll lanes, with innovative models for mixed human-autonomous vehicle environments.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Credential

Self-Driving Cars

3552 ratings at Coursera

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

State Estimation and Localization for Self-Driving Cars

839 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
• Self-Paced
• Paid Course

Visual Perception for Self-Driving Cars

585 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
• Self-Paced
• Paid Course

Motion Planning for Self-Driving Cars

486 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
• Self-Paced
• Paid Course

Mercedes Benz;  Waymo Credential

Self Driving Car Engineer

5 ratings

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
• 78 hours
• Self-Paced
• Paid Course

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

Credential

Autonomous Vehicle Engineering

87 ratings at Coursera

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
• 12 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 3 courses

6.S094: Deep Learning for Self-Driving Cars

2 ratings

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

• Independent
• Self-Paced
• Free Online Course

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 vehicles.

• edX
• 13 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course