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Aprende Keras: Domina Redes Neuronales y Deep Learning con Python
Paperback
Series: Data&ai España, Book 12
DatabasesGeneral ComputersProgramming
Publisher: Independently Published
Published: Apr 30 2025
Pages: 228
Weight: 0.62
Height: 0.57 Width: 6.00 Depth: 9.00
Language: Spanish
APRENDE KERAS: Domina Redes Neuronales y Deep Learning con Python
Este libro está dirigido a desarrolladores, cientÃficos de datos y estudiantes que desean dominar la creación de redes neuronales con Keras en aplicaciones reales.
Aprenderás a estructurar modelos avanzados de deep learning con enfoque en producción, interpretabilidad y rendimiento.
Explora técnicas modernas como redes convolucionales, RNNs, LSTM, GRU, transferencia de aprendizaje, autoencoders, GANs y despliegue en entornos serverless. El enfoque práctico garantiza dominio técnico en la construcción, validación y optimización de modelos con integración al ecosistema Python.
Incluye:
- Configuración de entornos con TensorFlow y GPUs
- Construcción de modelos secuenciales, funcionales y personalizados
- Aplicaciones con CNNs, RNNs, LSTM y embeddings
- Técnicas de regularización, ajuste, callbacks y observabilidad
- Despliegue con FastAPI, AWS Lambda y MLOps escalable
Al final, dominarás completamente Keras como framework profesional para aplicaciones robustas de inteligencia artificial.
keras, deep learning, tensorflow, redes neuronales, cnn, rnn, autoencoders, mlops, fastapi, gpu training
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