Autonomous Driving Courses and Certifications

Stanford Seminar - Autonomous Driving, Are We There Yet? - Technology, Business, Legal Considerations

Exploring autonomous driving's technological, business, and legal challenges. Discusses paradigm shifts in personal mobility, industry transformation, and steps needed to realize this revolutionary vision for transportation.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Autonomous driving and intelligent connected vehicle technology

Automated Driving and Intelligent Networked Vehicle Technology, as a core course of the Intelligent Networked Vehicle Technology specialty, has cutting-edge content that closely align with the latest industry developments.

• XuetangX
• On-Demand
• Free Online Course

Autonomous Driving - AI's Biggest Endeavor, James Peng of Pony.ai

Explore autonomous driving's potential impact, challenges, and innovations with Pony.ai's James Peng. Gain insights into sensors, AI, and the future of transportation.

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

sentdex

Programming Autonomous Self-Driving Cars with Carla and Python

Explore autonomous driving simulation using Carla and Python. Learn to create virtual environments, control vehicles, and implement self-driving logic with open-source tools and APIs.

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

Foundation Models for Autonomous Driving

Discover how foundation models revolutionize autonomous vehicle development through universal simulation, generalized autonomy stacks, and safety protocols for long-tail events.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Lennart Svensson

Language and Video-Generative AI in Autonomous Driving - Guest Lecture by Wayve

Explore Wayve's innovative approach to autonomous driving, featuring language and video-generative AI advancements. Learn about GAIA-1 and LINGO technologies, and their applications in self-driving vehicles.

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

Institute for Pure & Applied Mathematics (IPAM)

Perception and Learning for Autonomous Driving - Part 1

Explore perception and learning for autonomous driving, covering sensor suites, deep neural networks, and object detection techniques in this comprehensive tutorial.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Empower Autonomous Driving with Cloud Native Serverless Technologies

Explore how cloud-native serverless technologies empower autonomous driving, addressing challenges in data archiving, resource management, and architecture flexibility for complex use cases and numerous modules.

• YouTube
• 33 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

Toronto Machine Learning Series (TMLS)

Where's the Road? The Challenge of Autonomous Driving Perception in Winter

Explore challenges and advancements in autonomous driving during harsh Canadian winters, focusing on perception tasks and all-weather autonomy solutions.

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

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

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

Paul G. Allen School

Toward Total Scene Understanding for Autonomous Driving

Explore cutting-edge machine learning techniques for autonomous driving, including perception, behavior prediction, and planning. Learn about Waymo's research on ML models for real-world environments and AI's impact on accessibility.

• YouTube
• 1 hour
• 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