Introduction to TinyML (AU Herning)
What is Tiny ML and how does it differ from traditional Machine Learning and AI. What is required to get started with Machine Learning on Microcontrollers, and what are the trends in hardware and software. This is 1 out of 3 workshop on ML on MCUs
In this workshop you will get an introduction to Machine Learning on microcontrollers - TinyML.
What use cases exists where a machine learning model may outperform traditional programming, and how do you build ML for embedded systems ?
What performance can you expect from a standard microcontroller vs custom hardware. You will get an overview of available hardware and software platforms,
As TinyML starts with Data and Hardware, each participant recieves an ESP32 microcontroller kit. An introduction to the ESP32 platform, and an example application for datacollection is used in this first workshop, so you can collect your own dataset, and build upon this in the following 3 courses.
A short Introduction to python tools used and notebooks for data analysis and visualization will also be provided.
All workshops and dates
This is the first of 3 workshops, that is also organised and streamed in Copenhagen. You can sign up for one of all three workshops here:
November 20 - Introduction to TinyML
Workshop 1 - IDA København
Workshop 1 - AU Herning
December 4 - TinyML Data preparation, training and deployment
Workshop 2 - IDA København
Workshop 2 - AU Herning
December 18 - TinyML Production model development
Workshop 3 - IDA København
Workshop 3 - AU Herning
This event is closed for registration.
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