Product Details

AI at the Edge: Solving Real-World Problems with Embedded Machine Learning Brand: O'Reilly MPN / ISBN: 9781098120207 / 1098120205 Format: Paperback Publication Date: 02/14/2023 Pages: 512 Target Audience: General / Trade Condition: Used (Good) About the Book: Learn how to apply artificial intelligence in real-world embedded and edge environments. AI at the Edge: Solving Real-World Problems with Embedded Machine Learning focuses on practical techniques for deploying machine learning where compute, power, and memory are limited—supporting use cases across embedded systems, computer vision, natural language processing, speech/audio processing, neural networks, and IoT. Key Topics & Coverage * Edge AI & embedded machine learning (including tiny machine learning) * Computer vision & pattern recognition * Natural language processing * Neural networks & machine learning * TensorFlow Lite for Microcontrollers (embedded deployment) * Embedded engineering and system design considerations * MLOps for embedded workflows * Digital signal processing and image processing * Internet of Things (IoT) edge deployment scenarios * Speech audio processing Why You’ll Want This This O’Reilly paperback is designed to help you bridge the gap between model development and on-device inference—so you can build practical AI solutions that run efficiently at the edge. Usage Use this book for learning, reference, and project development related to embedded AI deployment, edge inference, and IoT-based machine learning applications. Compatibility Relevant for readers working with embedded computer systems, edge artificial intelligence, and TensorFlow Lite for Microcontrollers. Item Details * Item Type: Book * Binding: Paperback * ISBN: 1098120205 * EAN: 9781098120207 Note: Listing shows USED_GOOD condition. Please review photos for wear and markings.