The Complete Self-Driving Car Course - Applied Deep Learning [Video]

5 (1 reviews total)
By Amer Abdulkader , 10509213 Canada Inc. , Sarmad Tanveer
    What do you get with a Packt Subscription?

  • Instant access to this title and 7,500+ eBooks & Videos
  • Constantly updated with 100+ new titles each month
  • Breadth and depth in over 1,000+ technologies
  1. Introduction

About this video

Self-driving cars have emerged to be one of the most transformative technologies. Fueled by deep learning algorithms, they are rapidly developing and creating new opportunities in the mobility sector. Deep learning jobs command some of the highest salaries in the development world. This is the first and one of the only courses that make practical use of deep learning and applies it to building a self-driving car. You’ll learn and master deep learning in this fun and exciting course with top instructor Rayan Slim. Having trained thousands of students, Rayan is a highly rated and experienced instructor who follows a learning-by-doing approach. By the end of the course, you will have built a fully functional self-driving car powered entirely by deep learning. This powerful simulation will impress even the most senior developers and ensure you have hands-on skills in neural networks that you can bring to any project or company.

This course will show you how to do the following:

- Use Computer Vision techniques via OpenCV to identify lane lines for a self-driving car

- Train a perceptron-based neural network to classify between binary classes

- Train convolutional neural networks to identify various traffic signs

- Train deep neural networks to fit complex datasets

- Master Keras, a power neural network library written in Python

- Build and train a fully functional self-driving car

All the code and supporting files for this course are available at

Publication date:
April 2019
17 hours 40 minutes

About the Authors

  • Amer Abdulkader

    Amer is a full-time developer with a specialized interest in Artificial intelligence (AI). AI is now taking on more sophisticated roles that can truly amplify human capabilities. With a background in Mechanical Engineering and computer science, he has always looked for ways to use the power of AI to create practical solutions that revolutionize the way we live. He aims to make artificial intelligence more accessible to all students, no matter the skill level!

    Browse publications by this author
  • 10509213 Canada Inc.

    10509213 Canada Inc. is owned by Rayan Slim and Jad Slim. They would like to receive the royalties in their joint business account and they would share the royalty amount amongst themselves.

    Browse publications by this author
  • Sarmad Tanveer

    Sarmad has a deep passion for data science. He is a Mechanical Engineering graduate turned Data Scientist and had gained experience in the field while working on his very own startups. His main work focuses on creating predictive models using a combination of complex deep learning algorithms and sentiment analysis. He also has prior experience with deep learning fueled autonomous machines. In his spare time, he enjoys teaching courses and sharing his knowledge with all of you!

    Browse publications by this author

Latest Reviews

(1 reviews total)
Although I have not tried the materials yet, they seem comprehensive with lots of source code.

Recommended For You

The Complete Self-Driving Car Course - Applied Deep Learning [Video]
Unlock this video and the full library FREE for 7 days
Start now