Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning

Learn how to create a neural network using JavaScript with no libraries.

In this course you will learn to make a self-driving car simulation by implementing every component step-by-step. You will learn how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions, and how to make the car control itself using a neural network.

Dr. Radu Mariescu-Istodor created this course. Check out his channel:

Code: https://github.com/gniziemazity/Self-driving-car

Course Contents:

  • (0:00:00) Intro
  • (0:03:44) Car driving mechanics
  • (0:32:26) Defining the road
  • (0:50:50) Artificial sensors
  • (1:10:07) Collision detection
  • (1:23:20) Simulating traffic
  • (1:34:57) Neural network
  • (2:03:10) Parallelization
  • (2:18:31) Genetic algorithm
  • (2:29:40) Ending

Frank

#DataScientist, #DataEngineer, Blogger, Vlogger, Podcaster at http://DataDriven.tv . Back @Microsoft to help customers leverage #AI Opinions mine. #武當派 fan. I blog to help you become a better data scientist/ML engineer Opinions are mine. All mine.