Devices that decide in milliseconds change everything. ML for IoT: Enabling Intelligent Connected Devices shows how to turn raw sensor signals into real-time, on-device decisions that are robust, secure, and ready for scale. No fluff-just practical patterns that ship. You'll build the full path from sensor to insight to action: streaming ingestion, feature pipelines, TinyML and edge inference, vision on low-power cameras, anomaly detection for equipment, and prediction services that hold up under network hiccups and ...
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Devices that decide in milliseconds change everything. ML for IoT: Enabling Intelligent Connected Devices shows how to turn raw sensor signals into real-time, on-device decisions that are robust, secure, and ready for scale. No fluff-just practical patterns that ship. You'll build the full path from sensor to insight to action: streaming ingestion, feature pipelines, TinyML and edge inference, vision on low-power cameras, anomaly detection for equipment, and prediction services that hold up under network hiccups and noisy data. You'll learn when to process on the device, at the gateway, or in the cloud-and how to keep models updated safely with observability, A/B testing, and rollbacks. What you'll be able to do: Design event-driven IoT architectures that support sub-second ML decisions Engineer sensor features for vibration, audio, vision, and environmental data Deploy lightweight deep learning and classical models on MCUs, SBCs, and gateways Build predictive maintenance and anomaly detection that actually reduce downtime Optimize for latency, accuracy, and power with quantization and model compression Operate at scale with data engines, OTA updates, MLOps, monitoring, and security best practices Written for engineers, architects, and product builders, this book is your blueprint for intelligent, connected products that are fast, dependable, and field-proven.
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Add this copy of Ml for Iot Enabling Intelligent Connected Devices to cart. £15.95, new condition, Sold by Books2anywhere rated 5.0 out of 5 stars, ships from Fairford, GLOUCESTERSHIRE, UNITED KINGDOM, published 2025 by Independently Published.
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Add this copy of ML for IoT Enabling Intelligent Connected Devices: Use to cart. £19.01, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2025 by Independently Published.
