This is a group is an independent user group for people interested in Amazon Web Services. Anyone can participate, ranging from AWS evangelists to the curious. The main focus of the group is to build up a community around AWS with socializing and talks on topics like innovations, development and possibilities. Having trouble with a stack? Maybe you'll meet someone with a solution or an approach that you haven't already tried.
This is a mini workshop where Reinforcement Learning (a sub set of Machine Learning) would be covered along with it's application in AWS Deep Racer and AWS Sagemaker.
The topics of this meetup are as follows -
Opening slide — Speakers Introduction
Intro to AWS DeepRacer
Intro to RL
Markov Decision Process
Deep Dive into AWS DeepRacer Component
Garage + Action Spaces
Building Your First Model
Reward Function + Parameters
Training and Evaluation
Reinforcement Learning on Amazon Sagemaker
Suman Debnath: Principal Developer Advocate, AWS
Donnie Prakoso: Sr. Developer Advocate, AWS