Self-Driving Cars Courses and Certifications

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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Introduction to Self-Driving Cars

2936 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
• Self-Paced
• Paid Course

Career Certificate

Self-Driving Cars

3555 ratings at Coursera

Master autonomous vehicle technology through hands-on projects using CARLA simulator. Gain comprehensive understanding of state-of-the-art engineering practices and build your own self-driving software stack.

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

State Estimation and Localization for Self-Driving Cars

841 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
• Self-Paced
• Paid Course

Packt

Self-Driving Car Specialization Course

Master autonomous vehicle development through hands-on training in system design, control systems, computer vision, and ROS simulation. Build practical skills using Jetbot and Jetson Nano for real-world implementation.

• Coursera
• 9 hours 21 minutes
• Self-Paced
• Paid Course

Visual Perception for Self-Driving Cars

587 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
• Self-Paced
• Paid Course

Motion Planning for Self-Driving Cars

487 ratings at Coursera

Explore mission planning, behavior planning, and local planning for autonomous vehicles. Learn to create optimal paths, navigate obstacles, and implement a hierarchical motion planner in CARLA simulator.

• Coursera
• 1 day 8 hours 9 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Video

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

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Career Certificate

Introduction to Self-Driving Cars

396 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
• 74 hours
• Self-Paced
• Paid Course

Career Certificate

C++

10 ratings

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
• 42 hours
• Self-Paced
• Paid Course

The 8-Bit Guy

Self-Driving Car - Does it Work?

Explore the reality of Tesla's Full Self-Driving technology through a practical test drive to Dallas, examining how it works, debunking misconceptions, and analyzing real-world performance limitations.

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