Back to Introduction to Self-Driving Cars
University of Toronto

Introduction to Self-Driving Cars

Welcome to Introduction to Self-Driving Cars, the first course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the terminology, design considerations and safety assessment of self-driving cars. By the end of this course, you will be able to: - Understand commonly used hardware used for self-driving cars - Identify the main components of the self-driving software stack - Program vehicle modelling and control - Analyze the safety frameworks and current industry practices for vehicle development For the final project in this course, you will develop control code to navigate a self-driving car around a racetrack in the CARLA simulation environment. You will construct longitudinal and lateral dynamic models for a vehicle and create controllers that regulate speed and path tracking performance using Python. You’ll test the limits of your control design and learn the challenges inherent in driving at the limit of vehicle performance. This is an advanced course, intended for learners with a background in mechanical engineering, computer and electrical engineering, or robotics. To succeed in this course, you should have programming experience in Python 3.0, familiarity with Linear Algebra (matrices, vectors, matrix multiplication, rank, Eigenvalues and vectors and inverses), Statistics (Gaussian probability distributions), Calculus and Physics (forces, moments, inertia, Newton's Laws). You will also need certain hardware and software specifications in order to effectively run the CARLA simulator: Windows 7 64-bit (or later) or Ubuntu 16.04 (or later), Quad-core Intel or AMD processor (2.5 GHz or faster), NVIDIA GeForce 470 GTX or AMD Radeon 6870 HD series card or higher, 8 GB RAM, and OpenGL 3 or greater (for Linux computers).

Status: Safety Assurance
Status: Robotics
AdvancedCourse35 hours

Featured reviews

H

5.0Reviewed Nov 27, 2023

The course is very helpful! It gives a good big picture overview and the hands-on lab forces the student to understand what is truly happening under the hood at a foundational level

FM

5.0Reviewed Jun 27, 2020

This course is awesome ! This is one of the great courses for you who want to learn about self-driving cars for the first time. The assignments are challenging, especially the final project.

NP

5.0Reviewed Sep 22, 2019

Very engrossing and interesting course. This is a very intensive course and requires some work on the assignments and projects and hence makes it very satisfying to learn.

MB

5.0Reviewed Jan 15, 2021

Well paced and easy to follow. Though I was familiar with the concepts already, I still learned quite a bit. The final project was a perfect complement to the modules covered.

GH

4.0Reviewed Apr 8, 2019

The programming exercise needs a little more introductory . For someone new its very difficult to follow and adapt and meet the deadlines. This could potentially be demotivating

NL

5.0Reviewed Nov 18, 2020

One of the best course in the present time. Gain lot of insight over the lateral and longitudinal movements of the vehicle. Looking forward for the further specialization.

AC

5.0Reviewed Jun 13, 2020

Wonderful course. A bit advanced but since I have worked in ADAS it was a little easy for me. The quizzes were challenging and helped me understand the concepts better.

P

5.0Reviewed Oct 25, 2022

R​eally Insightfull, Covers al parameters and gives you complete knowledge Really Recommended to anyone out there wanna take a good technical approach to Introduction to Self driving Cars

AY

4.0Reviewed May 17, 2020

Such an amazing course to introduce a technological revolution that will be a breakthrough in our world! Of course, there is some challenge to finish the course and expect some difficulties.

PS

5.0Reviewed Jul 29, 2021

This is a great course and also a demanding course for future of automobile industry. This course teachs me a lot about the control system of the car which is used in the autonomous control unit.

KP

4.0Reviewed Jul 31, 2020

coursera is a great platform to lear things which are very helpful in our career . and this self driving cars facinates me how great work of math behing the working of level 5 anotomy vehicles

EH

5.0Reviewed Jul 21, 2019

Great course! Made me even more interested in self driving vehicles! I'll definitely continue this specialization and topic in general, as cars and robotics itself :3

All reviews

Showing: 20 of 584

Sreenithi Balasubramanian
1.0
Reviewed Feb 23, 2019
Jon Hauris
1.0
Reviewed Jun 4, 2019
Sri Sai Abhishake Gopal Dasari
4.0
Reviewed Mar 28, 2019
Lefteris Loukas
4.0
Reviewed Mar 16, 2019
Ruoqi Zhang
4.0
Reviewed Apr 8, 2019
Ali Erdengiz
1.0
Reviewed May 15, 2019
Mohankumar E
5.0
Reviewed Aug 4, 2020
Gayathri Srinivasan
5.0
Reviewed Nov 16, 2020
Joachim Schmidtchen
5.0
Reviewed Jun 5, 2019
Anil Kumar Kothapalli
5.0
Reviewed Jun 16, 2019
Fadillah Ma'ani
5.0
Reviewed Jun 27, 2020
Joe Serrano
2.0
Reviewed Mar 3, 2020
Priyank Sharma
1.0
Reviewed Jul 5, 2020
Alex Chong Lian
5.0
Reviewed Aug 10, 2019
zhen lin
5.0
Reviewed Mar 9, 2019
tej yash
5.0
Reviewed Sep 2, 2020
Eli Halych
5.0
Reviewed Jul 22, 2019
Christian Aird
5.0
Reviewed Feb 4, 2019
YATISH SH
3.0
Reviewed Jul 25, 2020
Daniel Jeswin
5.0
Reviewed Jun 2, 2019