From b0eb017b69740c96b7a4268806bbe05f34a4368e Mon Sep 17 00:00:00 2001 From: federico polidoro Date: Thu, 24 Oct 2024 11:33:18 -0300 Subject: [PATCH] tp de bases de datos Signed-off-by: federico polidoro --- BasesDatosAplicada/tp4.md | 44 +++++++++++++++++++++++++++++++++++++ BasesDatosAplicada/tp4.pdf | Bin 0 -> 118861 bytes 2 files changed, 44 insertions(+) create mode 100644 BasesDatosAplicada/tp4.md create mode 100644 BasesDatosAplicada/tp4.pdf diff --git a/BasesDatosAplicada/tp4.md b/BasesDatosAplicada/tp4.md new file mode 100644 index 0000000..bae288d --- /dev/null +++ b/BasesDatosAplicada/tp4.md @@ -0,0 +1,44 @@ +--- +title: "Trabajo Practico 4" +author: "Federico Polidoro" +--- +# 1 – Nombre las distintas partes que forman una neurona. +En el ambito de las redes neuronales computacionales: +1- Entrada +Cada neurona recibe una serie de señales de entrada (x_1, x_2, x_3, …) que representan características del problema a resolver + +2- Pesos +Cada entrada tiene un peso asociado. Los pesos son ajustables y son los parámetros que se entrenan durante el aprendizaje de la red. + +3- Suma ponderada +La neurona calcula una combinación lineal de las entradas y los pesos. + +4- Salida +La salida de la neurona es el resultado de aplicar la función de activación a la suma ponderada de las entradas. + +# 2 – Las neuronas funcionan por: +- [ ] Impulsos Magnéticos. +- [ ] Reacciones químicas. +- [X] Ambas + +# 3 – Definir que es una R.N.A. +es un sistema de procesamiento de información inspirado en el funcionamiento de las neuronas biológicas. Está compuesta por capas de + neuronas artificiales que procesan datos, donde cada neurona realiza cálculos simples y los transmite a otras neuronas. + +# 4 – En el aprendizaje no supervisado con RNA, ¿cuales son los dos métodos que se utilizan? +1. Clustering (Agrupamiento): Agrupa datos en subconjuntos de elementos similares, sin etiquetas predefinidas. + +2. Reducción: Se utiliza para reducir la cantidad de variables en los datos, preservando la mayor cantidad posible de información. + +# 5 – De ejemplos de áreas de utilización de R.N.A. +Las Redes Neuronales Artificiales tienen aplicaciones en diversas áreas, tales como: + ++ Visión por computadora: Reconocimiento de objetos, clasificación de imágenes, y procesamiento de vídeo. ++ Procesamiento del lenguaje natural: Traducción automática, generación de texto, y análisis de sentimientos. ++ Reconocimiento de voz: Sistemas como los asistentes virtuales. ++ Diagnóstico médico: Análisis de imágenes médicas para detectar enfermedades. ++ Robótica: Control de movimiento y toma de decisiones en robots autónomos. ++ Finanzas: Predicción de mercados bursátiles y detección de fraudes financieros. + + + diff --git a/BasesDatosAplicada/tp4.pdf b/BasesDatosAplicada/tp4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0fba67aa4db8603d9cb0b5e63d3f166a32b4a222 GIT binary patch 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