Autonomous Driving Courses and Certifications

GAIA

Transforming Autonomous Driving with Large Language Models and Generative AI

Explore cutting-edge AI models LINGO and GAIA, revolutionizing autonomous driving with advanced language processing, visual interpretation, and realistic scenario generation for enhanced safety and decision-making.

• YouTube
• 29 minutes
• On-Demand
• Free Video

GAIA

Zenseact Open Dataset for Advancing Autonomous Driving

Explore the Zenseact Open Dataset's role in advancing autonomous driving technology. Learn about its creation, features, and applications in ongoing research projects.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Montreal Robotics

Learning In-the-Wild Sensor Simulation for Autonomous Driving

Explore cutting-edge sensor simulation techniques for autonomous driving. Learn to create digital twins, manipulate scenarios, and generate realistic multi-sensor simulations to enhance self-driving vehicle development.

• YouTube
• 56 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Knowledge-infused Learning for Autonomous Driving (KL4AD)

Explore knowledge-infused learning techniques for autonomous driving, focusing on neuro-symbolic AI and its potential to enhance interpretability, explainability, and robustness in real-world applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Black Hat

The Key to Remote Vehicle Control - Autonomous Driving Domain Controller

Explore security risks in autonomous driving controllers, including hardware structure, testing methods, and potential vulnerabilities. Learn to extract AI models and control vehicles remotely.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Conf42

Introduction to ADAS and Autonomous Driving

Explore ADAS and autonomous driving fundamentals, hardware components, functions, computing requirements, software elements, and their impact on road safety and transportation.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Eclipse Foundation

Improving Autonomous Driving Platforms with Zenoh-Flow Data Flow System

Discover how Zenoh-Flow structures complex applications into computing units, demonstrated through an Autonomous Driving platform implementation with focus on deployment automation and business logic development.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Eclipse Foundation

Implementing Automated Lane-Keeping Systems (ALKS) Models in SUMO Traffic Simulator

Explore the implementation requirements of Automated Lane-Keeping Systems (ALKS) in SUMO traffic simulation, focusing on UNECE R157 regulations and practical development steps.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Tokyo Institute of Technology

ライントレースに挑戦：自動運転のための第一歩｜Try Virtual Line Tracing: First Steps Toward Autonomous Driving

Dive into autonomous driving fundamentals through virtual line-tracing experiments with LEGO robots, mastering sensor measurements and feedback control using MATLAB simulations.

• edX
• 5 weeks, 60-120 hours a week
• On-Demand
• Free Online Course (Audit)

Smart Physical Systems from the Standpoint of an AI Company

Explore machine learning, deep learning, and their limitations in this seminar. Gain insights into AI applications in autonomous driving, voice control, and image processing.

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

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

Motion Planning for Self-Driving Cars

464 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
• Free Online Course (Audit)

Advanced Driver Assistance Systems (ADAS)

4732 ratings at Udemy

20+ ADAS systems with examples, ADAS to Autonomous Driving, ADAS sensors - Radar, Camera, Lidar Ultrasonic, ADAS Testing

• Udemy
• 9 hours 4 minutes
• On-Demand
• Paid Course

Automotive Radar

1242 ratings at Udemy

FMCW Radar, Signal Processing, Applications in ADAS and Autonomous Driving

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Blockchain and Deep Learning: Future of AI

628 ratings at Udemy

Explore the integration of deep learning and blockchain, their potential synergies, and applications in autonomous driving, healthcare, energy, and finance.

• Udemy
• 1 hour 21 minutes
• On-Demand
• Free Online Course