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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: Hardware Architecture
Status: Embedded Software
AdvancedCourse35 hours

Featured reviews

GH

4.0Reviewed Apr 9, 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

SK

4.0Reviewed Jun 25, 2020

This Course is very useful .The lectures are well paced and the hands on coding exercises spread throughout the course make sure that you imbibe what is taught in the lectures.

GS

5.0Reviewed Nov 17, 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!!

FM

5.0Reviewed Jun 28, 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.

AP

5.0Reviewed Jul 28, 2020

This introduction course really helped me recalling all my basic learning. Really appreciate the Professor. It will definitely help me for enhancing my skills in the field of autonomous driving.

NP

5.0Reviewed Sep 23, 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 16, 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.

NL

5.0Reviewed Nov 19, 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.

RR

5.0Reviewed Sep 1, 2019

Great learning experience with a lot of references and nicely designed projects to learn from. Look forward to diving deeper into the complete Self Driving Cars course.

RK

5.0Reviewed Jun 22, 2020

Splendid course indeed!!! This course lets you know right from the basics concepts of self driving car and gradually teaches you complex stuffs !! It helped me a lot!!

KP

4.0Reviewed Aug 1, 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

AY

4.0Reviewed May 18, 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.

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