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Anotace knihy

LEARN TENSORFLOW - 2026 Edition: Build, Train, and Deploy Deep Learning Models with Scalability and Operational Control

The 2026 edition of LEARN TENSORFLOW has been revised and structured according to the TECHWRITE 2.3 protocol, with a focus on technical clarity, conceptual precision, and practical application in professional environments. The book presents a complete path for using TensorFlow in real-world projects, covering everything from environment setup to deployment and operation of deep learning models.

The content covers tensor manipulation, data pipelines with tf.data, construction and training of neural networks (CNNs, RNNs, LSTMs, and Transformers), optimization, monitoring with TensorBoard, distributed training with GPUs and TPUs, as well as export and deployment with SavedModel, TensorFlow Serving, TensorFlow Lite, and TensorFlow.js.

It includes integration with Docker, Kubernetes, CI/CD, edge computing, IoT, and cloud platforms such as AWS, Google Cloud, and Azure, with attention to versioning, security, benchmarking, and operational control.

At the end, the reader has an objective guide to build, train, and deploy deep learning models with TensorFlow in modern, scalable, and monitored environments, using practices aligned with current technical demands.

Parametry knihy

• Plný název: LEARN TENSORFLOW - 2026 Edition
• Podnázev: Build, Train, and Deploy Deep Learning Models with Scalability and Operational Controll
• Autor: Diego Rodrigues, StudioD21 Smart Tech Content
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 242
• EAN: 9798246562956
• ID: 50999636
• Nakladatelství: Independently published
• Hmotnost: 330 g
• Rozměry: 229 × 152 × 14 mm
• Datum vydání: 01. February 2026

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