This course will prepare you to create, train, and fine-tune reinforcement learning models in the AWS DeepRacer 3D racing simulator. You will be able to utilize the car's tech specs, assembly, and calibration to train and deploy your racing model using AWS in both simulated and real-world tracks.
Overview
Syllabus
- Intro to AWS DeepRacer
- Get an overview of what you’ll be learning and doing in the course.,Learn about the items that come in the AWS DeepRacer box.,Assemble and calibrate your vehicle.
- Reinforcement learning in DeepRacer
- DeepRacer definition.,Types of machine learning.
- Unboxing AWS DeepRacer
- Optional lesson for those who do not own the AWS DeepRacer hardware.,Learn about the platform by following what's included in the box.
- Under the Hood recap
- Learn what else is included in the vehicle beside the vehicle chassis.
- DeepRacer Assembly
- Install the battery.,Boot the operating system and connect to wi-fi.,Calibrate.
- Steering calibration
- Follow these steps to calibrate your vehicle.
- Throttle Calibration
- Follow these steps to calibrate your throttle.
- Track Preview
- Preview one possible AWS DeepRacer track.,Build your own track.
Taught by
Blane Sundred and DeClercq Wentzel
