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Amazon Sagemaker Examples ⭐ 9,560

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Deepracer Waypoints Workshop ⭐ 88

AWS DeepRacer Free Student Workshop: Run faster by using your custom waypoints. Step by Step to learn reinforcement learning,

Distributed_rl ⭐ 66

Pytorch implementation of distributed deep reinforcement learning

Aws Robomaker Sample Application Objecttracker ⭐ 25

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Aws Rl Env ⭐ 14

AWS environment for use with reinforcement learning

Aws_deepracer_worksheet ⭐ 9

Worksheet and Utilities for AWS DeepRacer – one of the most exciting ways of building strong skills in reinforcement learning and through a hands-on approach. This repository offers: 1) Functionally-rich and flexible reward function 2) Utilities with Jupiter notes for Racing Line calculation and visualisation of track 3) Scripts to parse RoboMaker training and evaluation logs to CSV file 4) Sample Excel file for car behaviour analysis as well as designing and planning new reward curves 5) Coordi

Aws_simulator_for_reinforcement_learning ⭐ 5

AWS virtual infrastructure simulator for training reinforcement learning based cloud capacity management systems

Deep Racer ⭐ 5

Visualisation of AWS DeepRacer model training.

Aws Deepracer Bootcamp ⭐ 5

A hands on reinforcement machine learning bootcamp, created for Summer of Tech NZ. Designed to be run over a two hour session.

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