Get rolling with machine learning on AWS DeepRacer
This video is a tutorial on the AWS Deep Racer. I go through all the bells and whistle of the service and you will learn how to create your own self-driving car model. Race in the virtual track and get a fundamental understanding of machine learning. Hope you enjoy it!!!
*Create a reinforcement learning model
*Kick off reinforcement learning model training with Amazon SageMaker and Amazon RoboMaker inside the virtual console
*Submit a model to the AWS DeepRacer League virtual leaderboard
AWS DeepRacer is the fastest way to get rolling on your machine learning journey. Developers of all skill levels, including those with no prior machine learning experience, can take advantage of DeepRacer by completing hands-on training to build reinforcement models to race for prizes and glory. The DeepRacer ecosystem teaches you the fundamentals of reinforcement learning with educational resources, an easy-to-use console, and real self driving RC cars. Get started quickly with interactive tutorials and free workshops.
Walking through step-by-step, DeepRacer helps you build your first reinforcement learning model in minutes. Go hands on with the AWS DeepRacer console, an environment to train and evaluate your machine learning models.
Shift your machine learning journey into high gear and start racing today with AWS DeepRacer.
Developers, start your engines! This session provides developers of all skill levels an opportunity to get hands-on experience with AWS DeepRacer and hear about exciting announcements and enhancements coming to the league in 2021. Learn about the basics of machine learning and reinforcement learning (a machine learning technique ideal for autonomous driving). In this session, you can build a reinforcement learning model and submit it to the AWS DeepRacer League for a chance to win prizes and glory.
✅ RESOURCES ►
AWS DeepRacer: https://aws.amazon.com/deepracer/
Reward Function Examples: https://docs.aws.amazon.com/deepracer/latest/developerguide/what-is-deepracer.html
#AWSDeepRacer #MachineLearning #DeepRacer
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