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TinyML
Language: en
Pages: 504
Authors: Pete Warden
Categories: Computers
Type: BOOK - Published: 2019-12-16 - Publisher: O'Reilly Media

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Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to ru
Hands-on TinyML
Language: en
Pages: 309
Authors: Rohan Banerjee
Categories: Computers
Type: BOOK - Published: 2023-06-09 - Publisher: BPB Publications

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Learn how to deploy complex machine learning models on single board computers, mobile phones, and microcontrollers KEY FEATURES ● Gain a comprehensive underst
Practical Deep Learning for Cloud, Mobile, and Edge
Language: en
Pages: 585
Authors: Anirudh Koul
Categories: Computers
Type: BOOK - Published: 2019-10-14 - Publisher: "O'Reilly Media, Inc."

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Whether you’re a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the nex
TinyML Cookbook
Language: en
Pages: 344
Authors: Gian Marco Iodice
Categories: Computers
Type: BOOK - Published: 2022-04-01 - Publisher: Packt Publishing Ltd

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Work through over 50 recipes to develop smart applications on Arduino Nano 33 BLE Sense and Raspberry Pi Pico using the power of machine learning Key Features T
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Artificial intelligence
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp