Embedded Machine Learning

manning.com / catalog / Data Science / Machine Learning / Embedded Machine Learning
Kanishka Tyagi & Raghavendra Sriram , 2022
$69.99 $48.99
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Discover how to bring machine learning to the edge with specialized techniques for resource-constrained environments. Learn to optimize and deploy ML models on embedded systems, IoT devices, and microcontrollers while balancing performance, power consumption, and memory usage. From model compression to efficient inferencing, master the tools and best practices needed to create intelligent embedded solutions that process data locally without relying on cloud connectivity.