Mastering TensorFlow: Design, Train, and Deploy High-Performance AI Systems: A P

$44.90

Mastering TensorFlow by Leon Amsel

Estimated delivery 3-12 business days

Format Paperback

Condition Brand New

Description Mastering TensorFlow: Design, Train, and Deploy High-Performance AI Systems
A Practical Guide to Deep Learning, TensorFlow Lite, and Production-Ready Machine Learning Pipelines Across Cloud, Mobile, and Edge Devices
Building powerful AI models is no longer the challenge, deploying them efficiently, scaling them reliably, and maintaining their performance across platforms is. As machine learning moves from experimentation to production, engineers face a new reality: models must not only work, but work everywhere, on servers, browsers, phones, and even microcontrollers.
Mastering TensorFlow is your complete guide to making that possible. Written for developers and ML practitioners who want practical results, this book shows you how to design, train, and deploy TensorFlow models that perform under real-world constraints. From efficient data pipelines to mobile deployment, you'll learn how to bridge the gap between a working prototype and a production-grade AI system.
You'll discover how to: Build and optimize deep learning models using TensorFlow 2.x and Keras pipelines for scalable input processing and performance TensorFlow Lite, , and TensorFlow Micro to deploy models across devices and distributed training, mixed precision, and quantization for large-scale models into real applications using TensorFlow Serving, REST/gRPC APIs, and mobile , version, and update models safely in chapter blends intuitive explanation with practical engineering patterns tested in real systems. The examples go beyond academic demonstrations, they show you how professionals build, optimize, and deploy AI pipelines in production environments.
Whether you're a data scientist expanding into engineering, a developer shipping AI features, or an ML engineer improving system performance, this book gives you the clarity, structure, and techniques to scale TensorFlow from concept to deployment.
If you're ready to move from "it works on my machine" to "it performs everywhere," this is your next essential reference.
Build smarter systems. Train faster. Deploy confidently. Start mastering TensorFlow today.

Details

ISBN-13 9798273619395
Title Mastering TensorFlow
Author Leon Amsel
Format Paperback
Year 2025
Pages 268
Publisher Independently Published

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