Practicing machine learning with AWS DeepRacer

Practicing machine learning with AWS DeepRacer

2 min read

 

Photo of cars on roadWith the AWS DeepRacer, Amazon has produced a new tool for developers to learn AI technologies like machine learning and reinforcement learning. The car is operated using Python programming, Amazon SageMaker, AWS RoboMaker, Amazon Kinesis Video Streams, Amazon S3, and Amazon CloudWatch. It uses reinforcement learning algorithms to improve racing ability over time. We saw the first demo of AWS DeepRacer back in 2018, and it has only gotten cooler since!

 

For those with a competitive streak, AWS takes the gamification of machine learning to new heights with AWS DeepRacer League, where developers can race their programmed cars in real-time competitions to battle for a chance to be flown to AWS re:Invent 2019 in Las Vegas.

 

If you don’t already have a car from last year’s AWS re:Invent, you unfortunately will have a bit of time to wait. While cars can be purchased quickly via Amazon for $399, the current estimated ship date is July 10, 2019. However, this does give you plenty of time to do your homework! Using Python, you can build reinforcement models in the AWS DeepRacer 3D racing simulator, which includes simulated tracks, training your model before eventually downloading it into your real DeepRacer car. If you don’t have one yet, you can always evaluate your model virtually.

 

After the car’s machine learning has been honed, developers race their cars in the league’s monthly online circuit; there are also in-person races at AWS Global Summits. Click on the linked cities below to learn more or register for a local race. For events after June 11th, visit the DeepRacer website to sign up to be notified when registration becomes available.

 

May 7, 2019: Madrid

 

May 8, 2019: London

 

May 15, 2019: Mumbai

 

May 15, 2019: Ottawa

 

May 22, 2019: Stockholm

 

May 30, 2019: Chicago

 

June 11, 2019: Washington, DC

 

June 12, 2019: Taipei

 

June 12, 2019: Tokyo

 

June 20, 2019: Shanghai

 

June 26, 2019: Hong Kong

 

June 27, 2019: Sao Paolo

 

June 27, 2019: Osaka

 

July 11, 2019: Cape Town

 

July 11, 2019: New York City

 

July 31, 2019: Beijing

 

August 20, 2019: Canberra

 

August 29, 2019: Mexico City

 

September 6, 2019: New Delhi

 

September 15, 2019: Bahrain

 

September 24, 2019: Singapore

 

September 26, 2019: Shenzhen

 

October 2, 2019: Switzerland

 

October 6, 2019: Toronto

 

If you're interested in more information, check out Amazon's Getting Started with AWS DeepRacer informational guide. Don't forget, AWS re:Invent 2019 is December 2nd to 6th, 2019, in Las Vegas.

 

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