Can I read Hands-on TinyML: Harness the power of Machine Learning on the edge devices on EtoBox?

Hands-on TinyML: Harness the power of Machine Learning on the edge devices by Rohan Banerjee is a nonfiction available to read on EtoBox.

What is Hands-on TinyML: Harness the power of Machine Learning on the edge devices about?

Learn how to deploy complex Machine Learning models on single board computers, mobile phones, and microcontrollers. Key Features - Gain a comprehensive understanding of TinyML's core concepts. - Learn how to design your own TinyML applications from the ground up. - Explore cutting-edge models, hardware, and software platforms for developing TinyML. Description TinyML is an innovative technology that empowers small and resource-constrained edge devices with the capabilities of Machine Learning. If you're interested in deploying Machine Learning models directly on microcontrollers, single board computers, or mobile phones without relying on continuous cloud connectivity, this book is an ideal resource for you. The book begins with a refresher on Python, covering essential concepts and popular libraries like NumPy and Pandas. It then delves into the fundamentals of neural networks and explores the practical implementation of deep learning using TensorFlow and Keras. Furthermore, the book provides an in-depth overview of TensorFlow Lite, a specialized framework for optimizing and deploying models on edge devices. It also discusses various model optimization techniques that reduce the m

Who reads Hands-on TinyML: Harness the power of Machine Learning on the edge devices?

Author

Rohan Banerjee

Publisher

BPB Publications

Published

2023

Language

EN

Category

nonfiction

Subjects

Computer Science, Programming, Artificial Intelligence (Ai)