Tiny Machine Learning

Name: Tiny Machine Learning
Brand: John Wiley & Sons
Price: 171.75 AUD
Availability: PreOrder

Design Principles and Applications

By: Agbotiname Lucky Imoize (Editor), Houbing Song (Editor), Dinh-Thuan Do (Editor)

Write A Review

Hardcover | 21 January 2026 | Edition Number 1

At a Glance

Hardcover
786 Pages

Dimensions(cm)
22.86 x 15.24 x 4.14

Hardcover

RRP $232.95

$171.75

26%OFF

or 4 interest-free payments of $42.94 with

Available: 21st January 2026

Preorder. Will ship when available.

An expert compilation of on-device training techniques, regulatory frameworks, and ethical considerations of TinyML design and development

In Tiny Machine Learning: Design Principles and Applications, a team of distinguished researchers delivers a comprehensive discussion of the critical concepts, design principles, applications, and relevant issues in Tiny Machine Learning (TinyML). Expert contributors introduce a new low power resource, offering vast applications in IoT devices with system-algorithm co-design.

Tiny Machine Learning explores TinyML paradigms and enablers, TinyML for anomaly detection, and the learning panorama under TinyML. Readers will find explanations of TinyML devices and tools, power consumption and memory in IoT microcontrollers, and lightweight frameworks for TinyML. The book also describes TinyML techniques for real-time and environmental applications.

Additional topics covered in the book include:

A thorough introduction to security and privacy techniques for TinyML devices, including the implementation of novel security schemes
Incisive explorations of power consumption and memory in IoT MCUs, including ultralow-power smart IoT devices with embedded TinyML
Practical discussions of TinyML research targeting microcontrollers for data extraction and synthesis

Perfect for industry and academic researchers, scientists, and engineers, Tiny Machine Learning will also benefit lecturers and graduate students interested in machine learning.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.