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25 Ejercicios para Aprender Pytorch: Desde Cero.
Paperback
Publisher: Independently Published
Published: Feb 14 2024
Pages: 228
Weight: 0.68
Height: 0.48 Width: 6.00 Depth: 9.00
Language: Spanish
Bienvenido a 25 Ejercicios para Aprender PyTorch. Este libro está diseñado para proporcionarte una sólida comprensión de PyTorch, una de las bibliotecas de aprendizaje automático más populares y poderosas disponibles en Python. A lo largo de esta guÃa, explorarás una variedad de ejercicios prácticos que te ayudarán a dominar los fundamentos de PyTorch y a aplicarlos en diversos contextos del mundo real.
Parte 1: Fundamentos de PyTorch
En el primera parte, nos sumergiremos en los conceptos básicos de PyTorch. Comenzaremos desde cero, explorando los tensores, la estructura de datos fundamental en PyTorch, asà como las operaciones básicas que se pueden realizar con ellos. También nos adentraremos en el mecanismo de autograd de PyTorch, que proporciona una forma eficiente de calcular gradientes automáticamente para optimizar modelos de aprendizaje automático.
Parte 2: Construcción de Modelos
En esta parte, aprenderás a construir y entrenar modelos de aprendizaje automático utilizando PyTorch. Exploraremos la creación de redes neuronales profundas, la definición de arquitecturas complejas y la aplicación de técnicas avanzadas para mejorar el rendimiento del modelo. También cubriremos la optimización y el entrenamiento del modelo, asà como las mejores prácticas para monitorizar y evaluar su rendimiento.
Parte 3: Ejercicios Prácticos
Finalmente, en la tercera parte, aplicarás todo lo que has aprendido en una serie de ejercicios prácticos. Desde la clasificación de imágenes hasta la generación de texto y la detección de objetos, estos ejercicios te desafiarán a utilizar PyTorch en una variedad de escenarios del mundo real. Cada ejercicio vendrá acompañado de una explicación detallada y consejos útiles para guiar tu aprendizaje.
Con 25 Ejercicios para Aprender PyTorch, estamos seguros de que desarrollarás una comprensión sólida y práctica de esta poderosa biblioteca de aprendizaje automático. Prepárate para sumergirte en el emocionante mundo de PyTorch y llevar tus habilidades de aprendizaje automático al siguiente nivel!
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