tinyml-kenya/Educator-Series

# 2023 TinyML Kenya Educator-Series --- Let's learn about TinyML! This repository holds all the materials used during the 2023 TinyML Kenya Educator series. Don't miss this opportunity to be part of a thriving community of innovators and educators, ready to teach and inspire others through the transformative power of TinyML # COURSES ONLINE ## Introduction to TinyML - edx.org - coursera.org - coursera.org ## Tensorflow lite and Tensorflow Lite Micro - ryantalkstinyml.hashnode.dev - tensorflow.org ## Getting started - Download the slides in each of the weekly folders ## Sessions :books: |Week |Session |Topics |Recording link| |------|-------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------| |**Week 1**|Introduction to TinyML and embedded systems| Introduction to embedded systems - sensors types, various types of hardware Introduction to TinyML: Definition & Importance Real world applications Hardware & software requirements | Recording: youtu.be | | |Fundamentals of Machine Learning | Introduction to Machine Learning Supervised vs unsupervised learning Model training, validation and testing | Recording: youtu.be | |**Week 2**|Fundamentals of TinyML & applications | TinyML frameworks and tools: TFlite& micro Q …