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APRENDE TENSORFLOW - Edición 2026: Construye, Entrena e Implementa Modelos de Deep Learning con Escalabilidad y Control Operacional
Paperback
Series: Data&ai España, Book 10
Publisher: Independently Published
Published: Feb 1 2026
Pages: 248
Weight: 0.74
Height: 0.56 Width: 6.00 Depth: 9.00
Language: Spanish
APRENDE TENSORFLOW - Edición 2026: Construye, Entrena e Implementa Modelos de Deep Learning con Escalabilidad y Control Operacional
La edición 2026 de APRENDE TENSORFLOW ha sido revisada y estructurada según el protocolo TECHWRITE 2.3, con enfoque en claridad técnica, precisión conceptual y aplicación práctica en entornos profesionales. El libro presenta un recorrido completo para el uso de TensorFlow en proyectos reales, abarcando desde la configuración de entornos hasta la implementación y operación de modelos de deep learning.
El contenido aborda manipulación de tensores, pipelines de datos con tf.data, construcción y entrenamiento de redes neuronales (CNNs, RNNs, LSTMs y Transformers), optimización, monitoreo con TensorBoard, entrenamiento distribuido con GPUs y TPUs, además de exportación y deploy con SavedModel, TensorFlow Serving, TensorFlow Lite y TensorFlow.js.
Incluye integración con Docker, Kubernetes, CI/CD, edge computing, IoT y plataformas de nube como AWS, Google Cloud y Azure, con atención a versionado, seguridad, benchmarking y control operacional.
Al final, el lector dispone de una guÃa objetiva para construir, entrenar e implementar modelos de deep learning con TensorFlow en entornos modernos, escalables y monitorizados, utilizando prácticas alineadas a las demandas técnicas actuales.
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