Deep Learning and IA Superh?roe
Language: Spanish
Published by Staten House, 2024
- Softcover
- New
Seller: PBShop.store UK, Fairford, GLOS, United KingdomPBShop.store UK
AbeBooks seller since June 11, 1999
Condition: New
£ 43.90
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Add to basketItem description from seller
New Book. Shipped from UK. Established seller since 2000.
Seller Inventory # L2-9798895873649
- Title
- Deep Learning and IA Superh?roe
- Author
- Technologies, Cuantum
- Publisher
- Staten House
- Publication year
- 2024
- Condition
- New
- Binding
- PAP
- Language
- Spanish
- ISBN 13
- 9798895873649
- Item weight
- 1,256 grams
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El aprendizaje profundo está transformando industrias al permitir que las máquinas vean, escuchen y comprendan el mundo. Con este libro, aprenderás a construir modelos de aprendizaje profundo de vanguardia utilizando los marcos de trabajo más poderosos disponibles.
Ya seas un profesional experimentado en aprendizaje automático o estés comenzando con el aprendizaje profundo, este libro te equipa con las herramientas y el conocimiento para abordar los desafíos de IA más complejos.
Dominar las redes neuronales y el aprendizaje profundo
Comprende cómo funcionan las redes neuronales y explora los principios fundamentales del aprendizaje profundo. Aprende a construir y entrenar modelos que puedan reconocer patrones, clasificar datos y resolver tareas complejas utilizando retropropagación, descenso de gradiente y más.
Aprovecha el poder de TensorFlow, Keras y PyTorch
Construye modelos de aprendizaje profundo con TensorFlow 2.x, la plataforma de IA más poderosa del mundo. Utiliza Keras para modelado rápido de alto nivel y explora PyTorch para experimentación flexible orientada a la investigación. Aprenderás a aplicar cada marco de trabajo para construir, entrenar y desplegar modelos de aprendizaje profundo.
Técnicas avanzadas de IA
Ve más allá de lo básico y profundiza en arquitecturas avanzadas:
- Redes neuronales convolucionales (CNNs) para clasificación de imágenes.
- Redes neuronales recurrentes (RNNs) y LSTMs para datos secuenciales y series temporales.
- Modelos de transformadores para tareas de procesamiento de lenguaje natural (NLP) de última generación.
Aplicaciones de IA de vanguardia
Domina las técnicas de IA más recientes, incluyendo Redes generativas adversarias (GANs), Autoencoders y Aprendizaje por transferencia. Construye sistemas de IA capaces de generar nuevos datos, mejorar la precisión de los modelos y abordar tareas de alto nivel.
Proyectos prácticos para el aprendizaje aplicadoAplica técnicas de aprendizaje profundo a problemas del mundo real con proyectos prácticos:
- Clasificación de imágenes con CNNs: Entrena modelos para reconocimiento de imágenes y detección de objetos.
- Análisis de sentimientos: Utiliza modelos de transformadores para analizar y generar texto.
- Predicción de series temporales con RNNs: Construye modelos para predecir tendencias futuras basadas en datos históricos.
- Generación de imágenes con GANs: Crea sistemas de IA que generen imágenes nuevas y realistas.
Estos proyectos te ayudan a consolidar tu conocimiento de aprendizaje profundo y ganar experiencia práctica en la resolución de problemas de IA del mundo real.
- Científicos de datos e ingenieros de aprendizaje automático que buscan dominar técnicas de aprendizaje profundo.
- Entusiastas de la IA listos para expandir sus habilidades y trabajar con las herramientas de IA más avanzadas.
- Desarrolladores e ingenieros que quieren construir y desplegar sistemas avanzados de IA.
Ya sea que busques elevar tu experiencia en IA o adentrarte en el mundo del aprendizaje profundo, este libro te proporciona todo lo que necesitas para convertirte en un superhéroe del aprendizaje profundo y la IA.
"Synopsis" may belong to another edition of this title.
PBShop.store UK
Fairford, GLOS, United Kingdom
AbeBooks seller since June 11, 1999
Shipping rates from United Kingdom to U.S.A.
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