Autonomous Vehicles Courses and Certifications

Visual Perception for Self-Driving Cars

584 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
• On-Demand
• 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
• On-Demand
• Paid Course

Microcredential

Autonomous Vehicle Engineering

84 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 a week
• On-Demand
• Paid Course
• 3 courses

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

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

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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

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)

Microcredential

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
• On-Demand
• $548.00
• 2 courses

Stanford Seminar - Self-Driving Cars for Everyone

3 reviews

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

The Engineers Post

Advanced Driver Assistance System - Every ADAS Level in Car Explained

31 reviews

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
• On-Demand
• Free Video

GNSS GPS IMU INS Sensors - for ADAS and Autonomous Vehicles

208 ratings at Udemy

You will learn GNSS + INS sensors and related correction technologies that are highly used in ADAS and AD development

• Udemy
• 9 hours 53 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course