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MicroPython Projects

You're reading from  MicroPython Projects

Product type Book
Published in Apr 2020
Publisher Packt
ISBN-13 9781789958034
Pages 294 pages
Edition 1st Edition
Languages
Author (1):
Jacob Beningo Jacob Beningo
Profile icon Jacob Beningo

Table of Contents (14) Chapters

Preface Down the Rabbit Hole with MicroPython Managing Real-Time Tasks Writing a MicroPython Driver for an I/O Expander Developing an Application Test Harness Customizing the MicroPython Kernel Start Up Code A Custom Debugging Tool to Visualize Sensor Data Device Control Using Gestures Automation and Control Using Android Building an Object Detection Application Using Machine Learning The Future of MicroPython Downloading and Running MicroPython Code
Assessments Other Books You May Enjoy

Introducing machine learning

Traditionally, embedded software developers had eight core pillars or skills that they needed to master in order to successfully design and build an embedded product. These included the following:

  • Architecture design
  • Code analysis
  • Defect management/debugging
  • Documentation
  • Language skills
  • Processes and standards
  • Testing
  • Tools

An important and emerging area of interest for many developers, and a tool that has the potential to be a game-changer in embedded software development, is machine learning.

According to the great scholar that is Wikipedia:

"Machine learning is a field of computer science that often uses statistical techniques to give computers the ability to 'learn' with data, without being explicitly programmed."

It's important to note that in this definition, the machine is not actually learning, but is instead using...

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