Autonomous Vehicles Courses and Certifications

LinaroOrg

Thinking the New Intelligent Operating Systems for AI-Powered Cars

Explore how LLMs revolutionize vehicle systems, from human-car interactions to AI-native agents, and discover key considerations for building next-generation intelligent operating systems.

• YouTube
• 26 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

The Julia Programming Language

Optimal Cooperative Rendezvous Using AerialVehicles.jl

Discover innovative solutions for multi-vehicle rendezvous optimization, combining optimal control with consensus protocols for coordinating quadrotor and ground vehicle convergence using Julia programming.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Career Certificate

Introduction to Self-Driving Cars

397 ratings at Udacity

Learn how self-driving cars perceive their surroundings, reason about motion, and navigate autonomously using C++, Python, mathematics, computer vision, and machine learning.

• Udacity
• 74 hours
• Self-Paced
• Paid Course

Baidu;  Apollo

Self-Driving Car Fundamentals: Featuring Apollo

13 ratings at Udacity

Identify key parts of self-driving cars, utilize Apollo HD Map, localization, perception, prediction, planning and control, and start the learning path of building a self-driving car.

• Udacity
• 21 hours
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Video

Introduction to Self-Driving Cars

2938 ratings at Coursera

Build longitudinal and lateral controllers in Python to drive a car around a racetrack in CARLA, modeling vehicle dynamics and assessing autonomy hardware, software stacks and safety.

• Coursera
• 8 weeks, 4 hours a week
• Self-Paced
• Paid Course

Black Hat

Legal GNSS Spoofing and Its Effects on Autonomous Vehicles

Examines legal GNSS spoofing attacks that manipulate autonomous vehicles’ position, velocity, and stopping behavior, and discusses sensor-based mitigation.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

MIT HAN Lab

Efficient 3D Perception for Autonomous Vehicles

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

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Eclipse Foundation

SUMO Simulations for Privacy-Preserving Federated Learning in Autonomous Vehicles

Explore privacy-preserving federated learning techniques for autonomous vehicles using SUMO simulations, focusing on balancing data protection and predictive model performance.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Eclipse Foundation

Eclipse Muto in Action - Dynamic ROS Software Stack Orchestration for Autonomous Vehicles

Discover how Eclipse Muto orchestrates ROS software stacks for autonomous vehicles, featuring ROS2 support, dynamic reconfiguration capabilities, and practical implementation in logistics vehicle management.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Automotive Security Research Group

Securing Autonomous Vehicles - Unveiling Emerging Threats and Mitigation Strategies

Explore emerging cybersecurity threats in autonomous vehicles and learn effective strategies to protect against sophisticated attacks while ensuring compliance with industry standards and regulations.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

AWS Events

Running Large-Scale Simulations for Autonomous Vehicles and Robots with AWS Batch

Discover how AWS Batch's multi-container jobs feature enables large-scale simulations for autonomous vehicles and robotics, featuring Robotec.ai's RoSi simulator for testing complex autonomous systems.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Career Certificate

Self-Driving Cars

3560 ratings at Coursera

Build a self-driving software stack: state estimation and localization, visual perception, and motion planning, using real autonomous vehicle data and the CARLA simulator.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

People, Technology and the Future of Mobility

669 ratings at Coursera

Examine how electrification and automation reshape mobility: battery technology, EV charging infrastructure, autonomous vehicle components, and impacts on environment, economy, health and equity.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course