Applied TinyML Ricardo Cid
- Autor:
- Ricardo Cid
- Wydawnictwo:
- BPB Publications
- Ocena:
- Stron:
- 272
- Dostępne formaty:
-
ePubMobi
Opis
książki
:
Applied TinyML
AI is useful when it runs in large machines in data centers, but only when it makes it down to stand-alone edge devices will it unlock countless new use cases and applications. TinyML is transforming AI by bringing ML capabilities to small, low-power devices at the very edge of the network.
This book will guide you through building these smart devices. It establishes TinyML's core foundations and a methodology for application development, from problem definition to power management and cost analysis. You will explore practical skills applications, learning sound, movement, and image classification, followed by advanced techniques like object tracking and sensor fusion, using methods such as Kalman filters. You will explore deep learning regression for predictive tasks and essential anomaly detection for identifying unusual patterns, all demonstrated through real-world use cases.
After reading this book, you will be fully equipped to design, build, and deploy complete TinyML systems, from data collection and feature extraction to model training, deployment, and hardware integration. You will gain hands-on skills and the practical engineering knowledge needed to bring intelligent low-power devices to life. What you will learn
Build smart gadgets that recognize sounds and movements.
Learn skills beyond coding to create TinyML systems.
Design, build, and deploy TinyML applications.
Design smart systems that can learn on their own.
Make devices that understand and classify images.
See how AI and ML fit into the real-world. Who this book is for
This book is for engineers, developers, and AI enthusiasts eager to build intelligent edge devices. No prior deep expertise in AI or electronics is required; it is perfect for anyone starting their journey in creating smart widgets with TinyML. Table of Contents
1. Foundation and Methodology
2. Sound Classification
3. Movement Classification
4. Image Classification
5. Object Tracking
6. Sensor Fusion
7. Deep Learning Regression
8. Anomaly Detection
Szczegóły książki
- ISBN Ebooka:
- 978-93-658-9071-6, 9789365890716
- Data wydania ebooka :
-
2025-06-03
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie.
Jeśli masz wątpliwości skontaktuj się z nami sklep@ebookpoint.pl.
- Język publikacji:
- angielski
- Rozmiar pliku ePub:
- 14.8MB
- Rozmiar pliku Mobi:
- 14.8MB
- Pobierz przykładowy rozdział PDF »
BPB Publications - inne książki
-
Description Machine learning is not just an advantage; it is becoming standard practice among top-performing trading firms. As traditional strategies struggle to navigate noise, complexity, and speed, ML-powered systems extract alpha by identifying transient patterns beyond human reach. This shift is transforming how hedge funds, quant teams, and a-
- ePub + Mobi 66 pkt
(66,49 zł najniższa cena z 30 dni)
66.49 zł
94.99 zł (-30%) -
-
Description SharePoint Online is Microsoft's powerful cloud platform for collaboration, document management, and communication, driving digital workplaces worldwide. Understanding its administration is critical for any organization leveraging Microsoft 365, making this SharePoint Online Administrator Playbook your essential guide to expert-level ma-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description Data engineering is the critical discipline of building and maintaining the systems that enable organizations to collect, store, process, and analyze vast amounts of data, especially for advanced applications like AI and ML. It is about ensuring that it is reliable, accessible, and high-quality for everyone who needs it. This book provi-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description Network administrators are crucial in safeguarding data through cybersecurity, optimizing cloud resources, and ensuring secure remote connections, vital for maintaining seamless IT infrastructures. CompTIA Network+ Certification has become the industry standard for validating essential networking skills, making it crucial for IT profess-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description Ubuntu, a powerful and versatile Linux operating system, is the cornerstone for countless personal desktops, robust servers, and cutting-edge cloud deployments. The Ubuntu System Administration Guide provides a rapid yet comprehensive journey, equipping you with the practical skills to confidently navigate and master this essential ecos-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description SAP's transformation from on-premises solutions to cloud-first offerings represents a paradigm shift for enterprise architecture. RISE and GROW with SAP are redefining how organizations deploy, customize, and extend SAP applications in the cloud era, creating opportunities for innovation alongside new architectural challenges. This book-
- ePub + Mobi 66 pkt
(66,49 zł najniższa cena z 30 dni)
66.49 zł
94.99 zł (-30%) -
-
Description In an era where telecommunication networks form the backbone of our digital society, this book provides a definitive resource for understanding and implementing robust security measures across various generations of telecom infrastructure. From the fundamental security challenges of 1G networks to the complex threat landscape of 5G, thi-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description Managing software projects in today's fast-paced technological landscape is crucial for success, demanding a clear understanding of processes, people, and products. Practical Software Project Management serves as your essential guide, transforming complex project lifecycles into a manageable and actionable roadmap. This book systematica-
- ePub + Mobi 66 pkt
(66,49 zł najniższa cena z 30 dni)
66.49 zł
94.99 zł (-30%) -
-
Description Linus Torvald released the first version of a kernel in 1991, inspired at the time by both proprietary Unix and the Minix system. Thirty-four years later, this system has evolved with stability and robustness, making it almost indispensable for the DevSecOps community. The Linux kernel forms the robust core of countless systems, from em-
- ePub + Mobi 85 pkt
(66,49 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
-
Description This book explores the evolution of communication, communication media, and covers social media in detail. The book examines some of the most popular social media platforms available today. The book begins with exploring the evolution and history of communication and communication media through the centuries. The book then moves on to i-
- ePub + Mobi 66 pkt
(66,49 zł najniższa cena z 30 dni)
66.49 zł
94.99 zł (-30%) -
Dzięki opcji "Druk na żądanie" do sprzedaży wracają tytuły Grupy Helion, które cieszyły sie dużym zainteresowaniem, a których nakład został wyprzedany.
Dla naszych Czytelników wydrukowaliśmy dodatkową pulę egzemplarzy w technice druku cyfrowego.
Co powinieneś wiedzieć o usłudze "Druk na żądanie":
- usługa obejmuje tylko widoczną poniżej listę tytułów, którą na bieżąco aktualizujemy;
- cena książki może być wyższa od początkowej ceny detalicznej, co jest spowodowane kosztami druku cyfrowego (wyższymi niż koszty tradycyjnego druku offsetowego). Obowiązująca cena jest zawsze podawana na stronie WWW książki;
- zawartość książki wraz z dodatkami (płyta CD, DVD) odpowiada jej pierwotnemu wydaniu i jest w pełni komplementarna;
- usługa nie obejmuje książek w kolorze.
Masz pytanie o konkretny tytuł? Napisz do nas: sklep@ebookpoint.pl
Książka drukowana
Oceny i opinie klientów: Applied TinyML Ricardo Cid
(0)