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About Lecture 1 - Intro
This document provides an overview of the course CE4172 - Tiny ML. The key points are: 1. The course teaches how to deploy machine learning models on microcontrollers with limited memory and power. It focuses on using TensorFlow Lite for microcontrollers like those in the Arduino Nano 33 BLE Sense board. 2. Students will learn how to develop embedded systems, understand machine learning architectures, and use relevant tools to perform on-device analytics with sensors. 3. The course involves building simple machine learning models, training them, converting models to TensorFlow Lite, implementing applications, and deploying to microcontrollers. Labs and a course project applying these skills are required.
Detailed Information
| Author: | ['Yi Heng'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 57 |
| Language: | English |
| Format: | |
| Price: | FREE |
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