About this Course

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Intermediate Level

Some math (reading plots, arithmetic, and algebra) is required in the course. Recommended to have experience with embedded systems (e.g. Arduino).

Approx. 17 hours to complete
English

What you will learn

  • The basics of a machine learning system

  • How to deploy a machine learning model to a microcontroller

  • How to use machine learning to make decisions and predictions in an embedded system

Skills you will gain

ArduinoMachine LearningEmbedded System DesignMicrocontrollerComputer Programming
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level

Some math (reading plots, arithmetic, and algebra) is required in the course. Recommended to have experience with embedded systems (e.g. Arduino).

Approx. 17 hours to complete
English

Offered by

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Edge Impulse

Syllabus - What you will learn from this course

Week
1

Week 1

5 hours to complete

Introduction to Machine Learning

5 hours to complete
13 videos (Total 107 min), 13 readings, 5 quizzes
Week
2

Week 2

6 hours to complete

Introduction to Neural Networks

6 hours to complete
10 videos (Total 77 min), 10 readings, 5 quizzes
Week
3

Week 3

6 hours to complete

Audio classification and Keyword Spotting

6 hours to complete
9 videos (Total 75 min), 7 readings, 4 quizzes

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