Paid Certificate Advanced AI & Machine Learning

ETH Zurich Self-Driving Cars

ETH Zurich

ETH Zurich's self-driving cars program on edX covers autonomous vehicle technology, computer vision, sensor fusion, and AI-based decision making. Taught by faculty from one of the world's top-ranked universities in engineering and technology, this course provides deep technical knowledge of the systems that power autonomous driving.

Duration

8-12 weeks

Level

Advanced

Deadline

No Deadline

🌐 Available Languages: English
📅 Last Updated: 2026-03-25

📋 Prerequisites

Strong background in mathematics (linear algebra, calculus, probability), programming experience (Python preferred), and familiarity with machine learning concepts recommended.

👥 Who Should Take This Course

  • Engineers and researchers working in autonomous vehicle technology
  • AI and robotics professionals seeking specialization in self-driving systems
  • Graduate students in computer science, robotics, or electrical engineering
  • Automotive industry professionals exploring autonomous driving

📚 What You Will Learn

1

Introduction to autonomous driving systems and vehicle architectures

2

Computer vision for self-driving — object detection and scene understanding

3

Sensor fusion — combining lidar, radar, and camera data

4

Path planning and motion control for autonomous vehicles

5

Machine learning and deep learning for driving decisions

6

Safety, ethics, and regulatory considerations in autonomous driving

🏛️ About the Institution — ETH Zurich

ETH Zurich (Swiss Federal Institute of Technology) is one of the world's leading science and technology universities, consistently ranked in the global top 10. Founded in 1855, it has produced 22 Nobel Prize winners and is at the forefront of research in robotics, AI, and autonomous systems.

Founded

1855

Location

Zurich, Switzerland

Recognition

QS World Ranking #7 | 22 Nobel Prize winners

❓ Frequently Asked Questions

Is the ETH Zurich self-driving course free?
The course content is free to audit on edX. A verified certificate requires a fee through edX's paid track, but all learning materials and lectures can be accessed at no cost.
What programming skills do I need?
Python programming experience is strongly recommended. Familiarity with libraries such as NumPy, OpenCV, and TensorFlow or PyTorch will be beneficial for the practical assignments.
How is ETH Zurich ranked globally?
ETH Zurich is consistently ranked among the top 10 universities worldwide in QS World University Rankings. It is the highest-ranked university in continental Europe and a global leader in engineering, technology, and natural sciences.

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