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Quiz: IA y Aprendizaje

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Quiz: IA y Aprendizaje

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About this activity

Conceptos de IA y ML

Created by

Manuel Pimentel
Manuel Pimentel
Panama

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Quiz: IA y Aprendizaje
 

Quiz: IA y AprendizajeOnline version

Conceptos de IA y ML

by Manuel Pimentel
1

¿Qué busca un algoritmo genético en una población de soluciones?

2

¿Qué representa un ‘fitness’ en un GA?

3

En redes neuronales, ¿qué capa transforma entradas en salidas?

4

¿Qué técnica se usa para entrenar redes profundas?

5

¿Qué es el procesamiento de lenguaje natural?

6

¿Qué permite la visión por computadora?

7

¿Qué es un modelo de aprendizaje supervisado?

8

En aprendizaje por refuerzo, ¿qué representa la recompensa?

9

¿Qué describe una red neuronal convolucional (CNN)?

10

¿Qué finalidad cumple un sistema experto?

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El objetivo es maximizar (o minimizar) la aptitud de las soluciones.

El fitness evalúa qué tan buena es la solución.

La activación introduce no linealidad en la salida.

La retropropagación ajusta pesos a través del gradiente.

NLP busca interpretar y generar lenguaje humano.

Se trata de identificar y entender imágenes.

Se utiliza un conjunto etiquetado para entrenar.

La recompensa guía la política para mejorar acciones.

Las CNN son eficientes para imágenes por usar convoluciones.

Usa conocimiento codificado para asesorar en dominios concretos.

 
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