Self-Driving Cars Courses and Certifications

Wondrium

Robotics - Self-Driving Cars

Explore the evolution of self-driving cars, from early automatic features to modern autonomous systems. Learn about key developments, challenges, and potential benefits of this revolutionary technology.

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

Let's Code Physics

Self-Driving Car Simulation 2 - Collision Avoidance in Complex Environments

Explore collision avoidance techniques for self-driving cars through Unity simulations, focusing on raycast and centerline debugging methods for enhanced vehicle safety.

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

There Is No Store for Self-Driving Car Parts - Running the Ultimate Battery-Powered Device with Linux

Explore the challenges and solutions in developing Linux-powered autonomous vehicles, focusing on hardware integration, device management, and software customization for self-driving technology.

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

Let's Code Physics

Self-Driving Car Simulation 5 - Traffic Ouroboros

Explore the concept of traffic ouroboros in a self-driving car simulation, testing autonomous vehicles in a challenging circular traffic scenario.

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

Microcredential

C++

10 reviews

Learn high-performance programming for exciting engineering applications like robotics, browsers, and video games. Master syntax, functions, OOP, memory management, and concurrency in this comprehensive course.

• Udacity
• 3 months 2 days 22 hours
• On-Demand
• Paid Course

Microcredential

Introduction to Self-Driving Cars

392 ratings at Udacity

Learn the fundamentals of self-driving car technology, including probability, C++, machine learning, and linear algebra. Gain hands-on experience in vehicle motion, computer vision, and data structures.

• Udacity
• 3 months 2 weeks 5 days 3 hours 12 minutes
• On-Demand
• Paid Course

6.S094: Deep Learning for Self-Driving Cars

2 reviews

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

• Independent
• On-Demand
• Free Online Course

Baidu;  Apollo

Self-Driving Fundamentals: Featuring Apollo

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
• 4 weeks
• On-Demand
• Free Online Course

Introduction to Self-Driving Cars

2849 ratings at Coursera

Explore hardware, software, safety, and control systems for autonomous vehicles. Develop Python code to navigate a simulated self-driving car on a racetrack using CARLA.

• Coursera
• 1 day 11 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

State Estimation and Localization for Self-Driving Cars

824 ratings at Coursera

Explore state estimation and localization techniques for self-driving cars, including Kalman filters, GPS/INS integration, and LIDAR sensing. Gain practical skills in implementing autonomous vehicle state estimators.

• Coursera
• 1 day 2 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Visual Perception for Self-Driving Cars

571 ratings at Coursera

Explore visual perception for autonomous vehicles, covering camera models, feature detection, neural networks, object detection, and semantic segmentation. Gain practical skills for developing self-driving car perception systems.

• Coursera
• 1 day 7 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

The Complete Self-Driving Car Course - Applied Deep Learning

4091 ratings at Udemy

Learn to use Deep Learning, Computer Vision and Machine Learning techniques to Build an Autonomous Car with Python

• Udemy
• 18 hours 7 minutes
• On-Demand
• Paid Course

Machine Learning & Self-Driving Cars: Bootcamp with Python

358 ratings at Udemy

Combine the power of Machine Learning, Deep Learning and Computer Vision to make a Self-Driving Car!

• Udemy
• 8 hours 19 minutes
• On-Demand
• Paid Course

Data Science: Deep Learning Project for Self Driving Cars

100 ratings at Udemy

Hands-on Traffic Sign Image Classification for Self-Driving Cars using Deep Learning (Convolutional Neural Network)

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Artificial Intelligence: A Guide for Thinking Humans

Explore AI's achievements, failures, and ethical implications with researcher Melanie Mitchell. Gain insights into machine learning, self-driving cars, and the challenges of imbuing computers with human-like qualities.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video