Autonomous Vehicles Courses and Certifications

AI for Autonomous Vehicles and Robotics

56 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
• On-Demand
• Paid Course

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
• 78 hours
• On-Demand
• Paid Course

Edge Computing in Autonomous Vehicles - Panel Discussion

1 review

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

Microcredential

Introduction to Self-Driving Cars

394 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
• On-Demand
• Paid Course

Mercedes Benz Microcredential

Sensor Fusion

185 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
• On-Demand
• Paid Course

Microcredential

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
• On-Demand
• Paid Course

Baidu;  Apollo

Self-Driving Car Fundamentals: Featuring Apollo

3 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
• 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
• Free Online Course

Introduction to Self-Driving Cars

2929 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
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Microcredential

Self-Driving Cars

3548 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 a week
• On-Demand
• Paid Course
• 4 courses

Autonomous Cars: How Do They Work and Impact Us?

3863 ratings at Udemy

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

• Udemy
• 1 hour 55 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course