Autonomous Vehicles Courses and Certifications

Weights & Biases

Toward Zero Traffic Accidents - How AI Agents Are Revolutionizing Automotive Software Development

Discover how Toyota's AutoTriage AI agent revolutionizes automotive software testing by automatically detecting system errors in driving videos, accelerating safer autonomous vehicle development.

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

USENIX

Beyond the Glow - Understanding Luminescent Marker Behavior Against Autonomous Vehicle Perception Systems

Explore how luminescent lane markers can be exploited to attack autonomous vehicle perception systems, revealing critical vulnerabilities in deep neural network-based lane detection models.

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

Open Compute Project

AI in Transportation - Global Impact and Understanding of AV Computing Energy

Explore the energy demands of autonomous vehicles as they evolve into data centers on wheels, examining computing power needs from ADAS to future foundational models.

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

UC Berkeley EECS

Mixed-Autonomy Traffic at Scale: The MegaVanderTest Self-Driving Vehicle Study

Discover groundbreaking research on self-driving vehicle traffic control through the MegaVanderTest experiment, exploring optimal control algorithms, deep reinforcement learning, and practical implementation challenges.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Conf42

Advancing Autonomous Vehicle Technology With Real-Time Intelligence

Explore the evolution of autonomous vehicle technology, comparing leading approaches like Tesla and Waymo, while examining AI's crucial role and future implications for self-driving transportation.

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

Influence of Natural Systems on AI in Autonomous Driving

Explore bio-inspired AI's role in revolutionizing autonomous driving, reshaping transportation, and redefining decision-making systems with Minus Zero CEO Gagandeep Reehal.

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

Eclipse Foundation

From the Racetrack to the Road - How Open Source Boosts Autonomous Vehicle Development

Discover how autonomous racing technology at speeds of 270kph translates to everyday vehicles, exploring open-source collaboration and ROS 2's role in advancing self-driving capabilities.

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

AWS Events

Transforming Autonomous Vehicle Development with NVIDIA and AWS

Discover how NVIDIA and AWS collaboration accelerates autonomous vehicle development with multimodal AI processing, faster data labeling and model training, and the new Cosmos World Foundational Model.

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

Unreal Engine

A Fully Immersive Driving Simulator for Autonomous Vehicles - Unreal Fest Online 2020

Explore autonomous vehicle development using Unreal Engine's immersive 3xD simulator. Learn about nDisplay, TCP plugins, sensor models, and real-world applications in this comprehensive overview.

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

AWS DeepRacer Course

Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer.

• Udacity
• 9 hours
• On-Demand
• Free Online Course

GOTO Conferences

Machine Learning for Autonomous Vehicles

Explore machine learning for autonomous vehicles, covering data collection, model development, security, and industry trends. Gain insights from experts on the future of self-driving technology.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

MIT HAN Lab

Efficient 3D Perception for Autonomous Vehicles

Explore cutting-edge techniques for efficient 3D perception in autonomous vehicles, including multi-sensor fusion, accelerated view transformation, and real-time performance on edge GPUs.

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

The Ethics of Autonomous Vehicles - Navigating Legal and Ethical Complexities

Exploring the complex ethical, legal, and societal implications of autonomous vehicles beyond the "Trolley Problem," including safety standards, liability, cybersecurity, and regulatory challenges.

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

USENIX Enigma Conference

Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

Explore novel frameworks for safe attack response in autonomous robotic vehicles, enabling mission continuation despite malicious interventions through feed-forward control and sensor isolation techniques.

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

Black Hat

Legal GNSS Spoofing and Its Effects on Autonomous Vehicles

Explore GNSS spoofing's impact on autonomous vehicles, legal challenges in vulnerability assessment, and potential attack scenarios, with recommendations for enhancing system security.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk