Autonomous Vehicles Courses

Transport Systems: Global Issues and Future Innovations

74 reviews

Discover how the transport sector can develop infrastructures that meet the needs of a 21st century population.

• FutureLearn
• 4 hours a week, 2 weeks long
• 2nd Jan, 2023
• Free Online Course (Audit)

• Best of All Time

Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

In this talk we explore two main directions toward scalable reinforcement learning. First, we discuss several methods for zero-shot sim2real transfer for mobile and aerial navigation, including visual navigation and fully autonomous navigation on a sever…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

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
• Less than 1 hour of material
• On-Demand
• Free Online Course

Introduction to Self-Driving Cars

2661 ratings at Coursera

Welcome to Introduction to Self-Driving Cars, the first course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the terminology, design considerations and safety assessment of self-driving cars. By the end…

• Coursera
• 35 hours worth of material, 7 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

State Estimation and Localization for Self-Driving Cars

771 ratings at Coursera

Welcome to State Estimation and Localization for Self-Driving Cars, the second course in University of Toronto’s Self-Driving Cars Specialization. We recommend you take the first course in the Specialization prior to taking this course. This course wil…

• Coursera
• 27 hours worth of material, 5 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Visual Perception for Self-Driving Cars

528 ratings at Coursera

Welcome to Visual Perception for Self-Driving Cars, the third course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the main perception tasks in autonomous driving, static and dynamic object detection, and…

• Coursera
• 31 hours worth of material, 6 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Motion Planning for Self-Driving Cars

433 ratings at Coursera

Welcome to Motion Planning for Self-Driving Cars, the fourth course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the main planning tasks in autonomous driving, including mission planning, behavior planni…

• Coursera
• 32 hours worth of material, 7 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

6.S094: Deep Learning for Self-Driving Cars

2 reviews

This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in th…

• Independent
• On-Demand
• Free Online Course

IIT Palakkad;  IIT Madras;  NPTEL

Wheeled Mobile Robots

Upon completion of the course, the students should able to: • Learn algorithmic approaches, mathematical models and computational and motion control methods applicable to mobile robotic systems • Learn basic sensor systems related to state meas…

• Swayam
• 8 weeks long
• 22nd Jan, 2023
• Free Online Course

Automated and Connected Driving Challenges

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
• 3-8 hours a week, 16 weeks long
• Self paced
• Free Online Course (Audit)

ETH Zurich

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
• 4-10 hours a week, 9 weeks long
• Self paced
• Free Online Course (Audit)

Chalmers University of Technology

Multi-Object Tracking for Automotive Systems

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

• edX
• 10-20 hours a week, 10 weeks long
• 10th Apr, 2023
• Free Online Course (Audit)

Chalmers University of Technology

Decision-Making for Autonomous Systems

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

• edX
• 10-20 hours a week, 7 weeks long
• 15th May, 2023
• Free Online Course (Audit)

York

Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems

11 ratings at FutureLearn

Discover the benefits and risks of deep learning and its uses in systems such as assistive technology and facial recognition.

• FutureLearn
• 4 hours a week, 3 weeks long
• Self paced
• Free Online Course (Audit)

Campus - the Israeli National Project for Digital Learning

Autonomous robots

Autonomous Robots is an advanced Computer science course, designed to equip the student with the cutting edge tools of autonomous robots algorithms

• edX
• 2-3 hours a week, 13 weeks long
• Self paced
• Free Online Course (Audit)