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Machine Learning with AWS DeepRacer

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Michael Smith

37:22

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  • 01 - The fast and the curious Machine learningpowered racing.mp4
    00:48
  • 02 - What you should know.mp4
    00:46
  • 01 - What is AWS DeepRacer.mp4
    02:15
  • 02 - What is reinforcement learning.mp4
    02:11
  • 03 - Under the hood of AWS DeepRacer.mp4
    01:03
  • 01 - Assembling AWS DeepRacer.mp4
    04:33
  • 02 - Calibrating the car.mp4
    01:22
  • 03 - Where the rubber meets the road The first test drive.mp4
    01:05
  • 04 - Building a real-world track.mp4
    02:20
  • 01 - The AWS DeepRacer console.mp4
    01:18
  • 02 - Building your first model.mp4
    04:53
  • 03 - Training and evaluating your first model.mp4
    02:22
  • 01 - The reward function.mp4
    04:48
  • 02 - Hyperparameter tuning.mp4
    02:24
  • 03 - Incremental training.mp4
    03:08
  • 04 - Moving to the real world.mp4
    01:15
  • 01 - Next steps The AWS DeepRacer League.mp4
    00:51
  • Description


    Have you ever wanted to find out more about machine learning, but you didn’t know where to begin? AWS DeepRacer is a perfect way to get a fun and useful introduction to machine learning tools, even if you don’t have a technical background. In this course, instructor Michael Smith walks you through the basics of how to use reinforcement learning with AWS DeepRacer—an autonomous one-eighteenth-scale race car designed to test machine learning models by racing on a physical track.

    Learn the most important tools for creating your own reinforcement learning algorithm, using built-in DeepRacer resources as your guide. From starting the engine to calibrating the race car and taking the lead on the final lap of the race, Michael helps you understand what reinforcement learning actually does so you can harness it for success in the real world.

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    Michael Smith
    Michael Smith
    Instructor's Courses
    Passionate technologist with a vast experience in R&D, Software Testing and cutting edge technology. Also an instructor at LinkedIn Learning.
    LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.
    • language english
    • Training sessions 17
    • duration 37:22
    • Release Date 2022/12/11