Mastering TinyML: Unlocking the Power of Embedded Machine Learning to Improve Performance, Reduce Costs, and Enhance User Experience in the Era of Intelligent Devices by Leon Chapman
English | April 21, 2024 | ISBN: N/A | ASIN: B0D2DMDHLR | 150 pages | EPUB | 0.28 Mb
English | April 21, 2024 | ISBN: N/A | ASIN: B0D2DMDHLR | 150 pages | EPUB | 0.28 Mb
TinyML empowers everyday devices with on-device machine learning, enabling real-time intelligence at the edge. This book opens up the exciting world of TinyML, exploring its capabilities and vast potential to revolutionize various industries.
Written by an expert in the field, this book provides a comprehensive and authoritative guide to TinyML. It equips you with the foundational knowledge to understand the technology, its applications, and the considerations for responsible development.
Summary of the Book
- Demystify TinyML: Grasp the core concepts, hardware and software requirements, and the advantages of deploying machine learning on tiny devices.
- Explore Applications: Discover a wide range of use cases across diverse sectors, from predictive maintenance and smart agriculture to intelligent wearables and hyper-localized decision-making.
- Build with Confidence: Learn best practices for TinyML development, covering topics like security, privacy, fairness, and ethical considerations.
- The Future is Intelligent: Gain insights into the future trajectory of TinyML and its potential to shape a smarter and more sustainable world.
- In-depth explanations of TinyML concepts, applications, and development considerations.
- Real-world examples to illustrate the practical applications of TinyML across various industries.
- Practical guidance on navigating the TinyML development process, from model training to deployment.
- Authoritative insights from experts in the field to equip you with the knowledge to succeed.
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