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Machine Learning Foundations: Prototyping on the Edge Preview

Machine Learning Foundations: Prototyping on the Edge

With Robert Gallup Liked by 121 users
Duration: 1h 21m Skill level: Beginner Released: 5/11/2023

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Course details

As AI and compute power continue to grow, so does the need and opportunity for decentralized intelligence or intelligence “on the edge.” Prototyping allows product designers, product managers, and developers to focus on exploring product ideas, without a deep knowledge of theory, and tools and hardware now available make this possible. In this course, technologist, designer, and speaker Robert Gallup guides you through the process of prototyping machine learning on the edge. Robert begins with an overview of machine learning, including machine learning elements, workflow, and ethics. Next, he then discusses prototyping, and presents a scenario and plan for the voice recognition prototype developed in the course. Robert then walks you through how to prepare software and hardware, as well as how to define, train, and deploy a machine learning model. Finally, he shows you how to extend your prototype and discusses considerations in making the move from prototype to production.

Skills you’ll gain

Earn a sharable certificate

Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.

Sample certificate

Certificate of Completion

  • Showcase on your LinkedIn profile under “Licenses and Certificate” section

  • Download or print out as PDF to share with others

  • Share as image online to demonstrate your skill

Meet the instructor

Learner reviews

4.7 out of 5

58 ratings
  • 5 star
    Current value: 45 78%
  • 4 star
    Current value: 11 19%
  • 3 star
    Current value: 2 3%
  • 2 star
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  • Bhuvaneswari Thangavel Bhuvaneswari Thangavel

    Bhuvaneswari Thangavel

    Faculty of Engineering And Technology,Multimedia University

    5/5 September 17, 2023
    crystal clear explanations
    Helpful · Report
  • Kurt Eilander Kurt Eilander

    Kurt Eilander

    Software Engineer looking for interesting startups to get involved in. Check out the "websites" list for my resume+portfolio. ↘↘↘

    3/5 June 13, 2023
    Highly reliant on one single online tool to do all the hard parts. If that one site ever goes down or can't provide your needs for a given project, you are dead.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Test your knowledge 2 quizzes
  • Learn on the go Access on tablet and phone

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