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Universidad Complutense de Madrid
Las matemáticas de la inteligencia artificial

Las matemáticas de la inteligencia artificial

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Feb 24, 2024
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- Universidad Complutense de Madrid
- 1: Portada

This page is a draft and is under active development.

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1: Portada
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2: Introducción a la Inteligencia Artificial y las Redes Neuronales
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Introducción al campo de la inteligencia artificial y las redes neuronales
3: Introducción al Cálculo Multivariante
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Introducción al Cálculo Multivariante.
4: Composición de Funciones. Regla de la Cadena
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Composición de funciones y regla de la cadena.
5: Aproximación Lineal de una Función Escalar de Varias Variables
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Aproximación lineal de funciones
6: Optimización y Método del Gradiente Descendiente
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Optimización y algoritmo de gradiente descendiente.
7: Redes Neuronales
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Redes Neuronales. Perceptrón y Perceptrón Multicapa
8: Tipos de redes neuronales
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- 8.1: Redes neuronales superficiales
- 8.2: Redes neuronales profundas
9: Retropropagación
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Algoritmo de retropropagación para entrenar redes neuronales
10: Entrenamiento de una Red Neuronal
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Entrenamiento de una red neuronal
11: Apéndices
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