{"id":5974,"date":"2021-08-18T08:52:14","date_gmt":"2021-08-18T06:52:14","guid":{"rendered":"https:\/\/web.cidai.eu\/masterclass\/masterclass-introduccion-a-las-redes-neuronales\/"},"modified":"2026-05-05T16:44:30","modified_gmt":"2026-05-05T14:44:30","slug":"masterclass-introduccion-a-las-redes-neuronales","status":"publish","type":"masterclass","link":"https:\/\/cidai.eu\/es\/masterclass\/masterclass-introduccion-a-las-redes-neuronales\/","title":{"rendered":"Introducci\u00f3n a las Redes Neuronales"},"content":{"rendered":"<p>Introducci\u00f3n te\u00f3rica y pr\u00e1ctica a las redes neuronales y a sus aplicaciones. En la parte te\u00f3rica se explicar\u00e1 c\u00f3mo el modelo de Perceptr\u00f3n de Frank Rosenblatt ha evolucionado a las redes de Deep Learning de hoy en d\u00eda. Se repasar\u00e1n los conceptos te\u00f3ricos como la Loss function, el m\u00e9todo de descenso del gradiente, los distintos m\u00e9tricos y la matriz de confusi\u00f3n. Se mostrar\u00e1 c\u00f3mo preparar un dataset para realizar un experimento y c\u00f3mo elegir una red para resolver una tarea concreta: redes de clasificaci\u00f3n, redes de detecci\u00f3n de objetos y de segmentaci\u00f3n sem\u00e1ntica.<\/p>\n<p>En la segunda parte se pondr\u00e1n en pr\u00e1ctica los conocimientos de la parte te\u00f3rica con el entorno de Google Colab. A trav\u00e9s de un Jupyter Notebook se mostrar\u00e1 c\u00f3mo realizar alg\u00fan experimento. Al final de la sesi\u00f3n el Jupyter Notebook estar\u00e1 disponible para los asistentes para que puedan utilizarlo para continuar experimentando.<\/p>\n<p>Dirigida a:<\/p>\n<p>-Personas que sientan curiosidad por las posibilidades de Deep Learning y con ganas de realizar alg\u00fan experimento. Es recomendable tener conocimientos de programaci\u00f3n (preferiblemente en Python) y de \u00e1lgebra lineal.<\/p>\n","protected":false},"featured_media":5863,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-5974","masterclass","type-masterclass","status-publish","has-post-thumbnail","hentry","format-virtual-es","idioma-castellano"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Introducci\u00f3n a las Redes Neuronales - CIDAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cidai.eu\/es\/masterclass\/masterclass-introduccion-a-las-redes-neuronales\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introducci\u00f3n a las Redes Neuronales - CIDAI\" \/>\n<meta property=\"og:description\" content=\"Introducci\u00f3n te\u00f3rica y pr\u00e1ctica a las redes neuronales y a sus aplicaciones. 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