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Self-Driving Cars

Be at the forefront of the autonomous driving industry. With market researchers predicting a $42-billion market and more than 20 million self-driving cars on the road by 2025, the next big job boom is right around the corner. This Specialization gives you a comprehensive understanding of state-of-the-art engineering practices used in the self-driving car industry. You'll get to interact with real data sets from an autonomous vehicle (AV)―all through hands-on projects using the open source simulator CARLA. Throughout your courses, you’ll hear from industry experts who work at companies like Oxbotica and Zoox as they share insights about autonomous technology and how that is powering job growth within the field. You’ll learn from a highly realistic driving environment that features 3D pedestrian modelling and environmental conditions. When you complete the Specialization successfully, you’ll be able to build your own self-driving software stack and be ready to apply for jobs in the autonomous vehicle industry. It is recommended that you have some background in linear algebra, probability, statistics, calculus, physics, control theory, and Python programming. You will need these 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: Simulations
Status: Software Architecture
AdvancedSpecialization

Top reviews across Self-Driving Cars

PS

Reviewed 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.

CA

Reviewed Mar 19, 2021

Challenging but very fun. Not for beginners, you certainly need to know your math and be good enough a coding. Very recommended introduction to state estimation.

DD

Reviewed Mar 18, 2025

it was good, but it could be more in depth. what provided in the course was just the tip of the iceberg.

KN

Reviewed Nov 30, 2020

If not online and self-paced, I would not have the courage to attempt this advanced-level Self-Driving Program. Thanks UoT and the instructors for offering such high-quality courses to the public. 👍😊

GS

Reviewed Nov 16, 2020

It really is an involved course for those who are passionate about developing and the control models for the car. Im so proud of my first implementation of Self Driving car using CARLA!!

SI

Reviewed Jul 16, 2020

Thank you for this absolutely fantastic course. Kalman filters and state estimation in general is a concept that I've tried to understand for a long time, and I'm glad to have finally understood it!

RG

Reviewed Oct 6, 2019

Many thanks for this amazing course!!!! was very hard to me but I have learned a lot!!! Thanks!!!

JP

Reviewed Jul 20, 2020

really good course. explained every clearly. Thanks for such a great course.

TY

Reviewed Sep 1, 2020

A well-rounded introductory course! I would like to take this opportunity to thank the instructors for designing such an amazing course for students aspiring to enter this field.

FI

Reviewed Sep 24, 2019

Challenging course, specially the assignments. The extra literature resources are great. The explanations and examples on the videos could improve. Step by step Hands On examples would fit great

AA

Reviewed Jul 17, 2019

Content is great but lack of instructor support makes the course hard to understand.

PR

Reviewed Apr 5, 2020

It's really interesting with hands-on experience. I enjoyed the course and another milestone with Coursera.

Learner reviews across Self-Driving Cars

Showing: 20 of 585

Sreenithi
Course: Introduction to Self-Driving Cars
1.0
Reviewed Feb 24, 2019Course: Introduction to Self-Driving Cars
Jon
Course: Introduction to Self-Driving Cars
1.0
Reviewed Jun 4, 2019Course: Introduction to Self-Driving Cars
Sri
Course: Introduction to Self-Driving Cars
4.0
Reviewed Mar 28, 2019Course: Introduction to Self-Driving Cars
Lefteris
Course: Introduction to Self-Driving Cars
4.0
Reviewed Mar 16, 2019Course: Introduction to Self-Driving Cars
Ruoqi
Course: Introduction to Self-Driving Cars
4.0
Reviewed Apr 8, 2019Course: Introduction to Self-Driving Cars
Ali
Course: Introduction to Self-Driving Cars
1.0
Reviewed May 15, 2019Course: Introduction to Self-Driving Cars
Mohankumar
Course: Introduction to Self-Driving Cars
5.0
Reviewed Aug 5, 2020Course: Introduction to Self-Driving Cars
Gayathri
Course: Introduction to Self-Driving Cars
5.0
Reviewed Nov 16, 2020Course: Introduction to Self-Driving Cars
Joachim
Course: Introduction to Self-Driving Cars
5.0
Reviewed Jun 5, 2019Course: Introduction to Self-Driving Cars
Anil
Course: Introduction to Self-Driving Cars
5.0
Reviewed Jun 16, 2019Course: Introduction to Self-Driving Cars
Fadillah
Course: Introduction to Self-Driving Cars
5.0
Reviewed Jun 28, 2020Course: Introduction to Self-Driving Cars
Joe
Course: Introduction to Self-Driving Cars
2.0
Reviewed Mar 3, 2020Course: Introduction to Self-Driving Cars
Priyank
Course: Introduction to Self-Driving Cars
1.0
Reviewed Jul 5, 2020Course: Introduction to Self-Driving Cars
Alex
Course: Introduction to Self-Driving Cars
5.0
Reviewed Aug 10, 2019Course: Introduction to Self-Driving Cars
zhen
Course: Introduction to Self-Driving Cars
5.0
Reviewed Mar 10, 2019Course: Introduction to Self-Driving Cars
tej
Course: Introduction to Self-Driving Cars
5.0
Reviewed Sep 2, 2020Course: Introduction to Self-Driving Cars
Eli
Course: Introduction to Self-Driving Cars
5.0
Reviewed Jul 22, 2019Course: Introduction to Self-Driving Cars
Christian
Course: Introduction to Self-Driving Cars
5.0
Reviewed Feb 4, 2019Course: Introduction to Self-Driving Cars
YATISH
Course: Introduction to Self-Driving Cars
3.0
Reviewed Jul 25, 2020Course: Introduction to Self-Driving Cars
Daniel
Course: Introduction to Self-Driving Cars
5.0
Reviewed Jun 2, 2019Course: Introduction to Self-Driving Cars