Autonomous Vehicles Courses and Certifications

6.S094: Deep Learning for Self-Driving Cars

2 ratings

Explore deep learning applications in self-driving cars, covering reinforcement learning, convolutional neural networks, recurrent neural networks, and human-centered autonomous systems.

• Independent
• Self-Paced
• Free Online Course

Campus - the Israeli National Project for Digital Learning

Bayesian Algorithms for Self-Driving Cars

1 rating

"Bayesian Algorithms for Self-Driving Cars" is an advanced Computer science course, designed to equip the student with the most important localization algorithms now deployed in modern autonomous vehicles.

• edX
• 13 weeks, 2-3 hours/week
• Self-Paced
• Free Certificate

Self-Driving Cars With Carla and Python

In this course, you will learn about Carla, an open source autonomous driving simulator. Carla creates a sort of open world with streets, other cars, pedestrians, weather, sensors, and more to help you to write logic to drive self-driving cars, coming wi…

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.

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

AI for Autonomous Vehicles and Robotics

58 ratings at Coursera

Master the fundamentals of AI applications in autonomous systems, exploring machine learning algorithms for perception, decision-making, and control in self-driving vehicles and robotics.

• Coursera
• 6 hours 42 minutes
• Self-Paced
• Paid 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
• Self-Paced
• Conference Talk

GOTO Conferences

Machine Learning for Autonomous Vehicles

Explore machine learning applications in autonomous vehicles, covering data requirements, security, language choices, and model deployment considerations with industry experts Oscar Beijbom and Prayson Daniel.

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

GNSS GPS IMU INS Sensors - for ADAS and Autonomous Vehicles

215 ratings at Udemy

You will learn GNSS + INS sensors and related correction technologies that are highly used in ADAS and AD development

• Udemy
• 9 hours 53 minutes
• Self-Paced
• Paid Course

Edge Computing in Autonomous Vehicles - Panel Discussion

1 rating

Experts discuss edge computing in autonomous vehicles, exploring technological advancements, challenges, and future implications for the automotive industry and society.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Autonomous Cars: Deep Learning and Computer Vision in Python

1461 ratings at Udemy

Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars

• Udemy
• 12 hours 28 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Video

MAX Summit - Deployment and Commercialization of Autonomous Vehicles

Explore deployment and commercialization strategies for urban mobility solutions, focusing on collaboration, customer experience, and overcoming adoption barriers.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

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

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
• Self-Paced
• Free Video

Towards Robust and Reliable Autonomous Vehicles with Foundation Models

Explore cutting-edge developments in autonomous vehicle technology, focusing on vision-based systems, multi-target distillation, and the integration of large language models for enhanced driving capabilities.

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