Ya disponible Sobre este curso En un mundo globalizado y cada vez más dinámico, la toma de decisiones correctas de forma ágil y eficiente es una actividad esencial en muchos ámbitos de nuestra actividad diaria. Para cualquier sector empresarial es fundamental contar con profesionales que sean capaces de combinar grandes cantidades de datos e información para llevar a cabo procesos de toma de decisiones a partir de evidencias objetivas. El curso va dirigido a todas aquellas personas que deseen obtener una visión introductoria y práctica sobre análisis de datos y big data. En particular, el MOOC se centra en conceptos, métodos y herramientas básicas para el procesado, análisis y construcción de modelos estadísticos con datos de muy diversa índole. Estos conocimientos son de especial interés para estudiantes, profesionales, así como gestores y directores interesados en comprender los detalles fundamentales del análisis de datos y la aplicación de métodos y técnicas para big data, utilizando tecnologías y herramientas punteras de referencia en este área. Qué vas a aprender En el curso el alumnado adquiere una visión sobre: Técnicas y métodos para analizar y visualizar datos en una sola dimensión y en múltiples dimensiones, por medio de herramientas estadísticas, software y modelos. Metodologías más avanzadas para modelado y análisis de datos aplicadas al ámbito de la econometría. Métodos, tecnologías y herramientas más importantes para el análisis de grandes volúmenes de datos (big data). Tendencias y aspectos de vanguardia más importantes que van a influenciar el desarrollo de los métodos, técnicas y herramientas vistos en el curso durante los próximos años. Itinerario del curso ¡Comenzamos!Bienvenida: objetivos y equipo docenteCronograma/ProgramaMetodología Normas del foroCertificacionesGuía del curso (PDF)#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{ box-shadow: 0 0 0 0 #FFFFFF; }#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{ } @media (max-width: 1199.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{}} @media (max-width: 991.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{}} @media (max-width: 767.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{}} @media (max-width: 575.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54{}}#sppb-addon-wrapper-041d6e0b-6c35-463c-a284-daa13511ce54{ }#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-title{ }#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block{ }#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block{ transform-origin: 50% 50%; }#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block .sppb-addon-content{ } @media (max-width: 1199.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 991.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 767.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 575.98px) {#sppb-addon-041d6e0b-6c35-463c-a284-daa13511ce54 .sppb-addon-text-block .sppb-addon-content{}}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{padding-bottom:30px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}@media (max-width:1199.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}@media (max-width:991.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}#column-id-cedc7652-3753-49f0-91e3-c16255a6521c{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}1. Análisis y Visualización de datos UnivariantesGuía de aprendizajeLa muestra en investigaciónAnálisis Exploratorio de datosClasificación univarianteEvaluación#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1{ }#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1{ }#sppb-addon-wrapper-a5e61c87-13ff-4f47-88dd-78397f6f81c1{ }#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-title{ }#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block{ }#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block{ transform-origin: 50% 50%; }#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block .sppb-addon-content{ } @media (max-width: 1199.98px) {#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 991.98px) {#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 767.98px) {#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 575.98px) {#sppb-addon-a5e61c87-13ff-4f47-88dd-78397f6f81c1 .sppb-addon-text-block .sppb-addon-content{}}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{padding-bottom:30px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}@media (max-width:1199.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}@media (max-width:991.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}#column-id-cedc7652-3753-49f0-91e3-c16255a6521c{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-5d6958d6-d3f8-4e3f-8829-f4d26aed81bf{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-5d6958d6-d3f8-4e3f-8829-f4d26aed81bf{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}2. Análisis y Visualización de datos MultivariantesGuía de aprendizajeRelación multivariante cuantitativaRelación multivariante cualitativaAnálisis multivariante de datosEvaluación#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306{ }#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306{ }#sppb-addon-wrapper-a8cd9576-8a01-45d8-8788-2ce526058306{ }#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-title{ }#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block{ }#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block .sppb-addon-content{ } @media (max-width: 1199.98px) {#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 991.98px) {#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 767.98px) {#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 575.98px) {#sppb-addon-a8cd9576-8a01-45d8-8788-2ce526058306 .sppb-addon-text-block .sppb-addon-content{}}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-8382a6fe-d6db-4142-8437-551bc54e1d4d{padding-bottom:30px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-88aad23f-cbf6-4f1c-8e14-3f2c4251ed4f{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}@media (max-width:1199.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}@media (max-width:991.98px) {.sp-page-builder .page-content #section-id-b972cefc-2ffc-40a0-87e8-f6001f5c5bb2{padding-top:5px;padding-right:0px;padding-bottom:5px;padding-left:0px;}}#column-id-cedc7652-3753-49f0-91e3-c16255a6521c{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-cedc7652-3753-49f0-91e3-c16255a6521c{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-5d6958d6-d3f8-4e3f-8829-f4d26aed81bf{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-5d6958d6-d3f8-4e3f-8829-f4d26aed81bf{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-ab82ff72-bc7f-4b7d-8c6c-02d728e3ce0c{max-width:100%;flex-basis:100%;}}.sp-page-builder .page-content #section-id-6d814b01-f71b-4f17-9aad-9ae59f411485{box-shadow:0 0 0 0 #FFFFFF;}.sp-page-builder .page-content #section-id-6d814b01-f71b-4f17-9aad-9ae59f411485{margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}#column-id-82cc068e-6765-40e6-b31d-47fe9058d185{box-shadow:0 0 0 0 #FFFFFF;}#column-wrap-id-82cc068e-6765-40e6-b31d-47fe9058d185{max-width:100%;flex-basis:100%;}@media (max-width:1199.98px) {#column-wrap-id-82cc068e-6765-40e6-b31d-47fe9058d185{max-width:100%;flex-basis:100%;}}@media (max-width:991.98px) {#column-wrap-id-82cc068e-6765-40e6-b31d-47fe9058d185{max-width:100%;flex-basis:100%;}}@media (max-width:767.98px) {#column-wrap-id-82cc068e-6765-40e6-b31d-47fe9058d185{max-width:100%;flex-basis:100%;}}@media (max-width:575.98px) {#column-wrap-id-82cc068e-6765-40e6-b31d-47fe9058d185{max-width:100%;flex-basis:100%;}}3. Técnicas Econométricas (Modelización y Predicción)Guía de aprendizajeGRETL, la Econometría, Modelo de Regresión Lineal SimpleModelo de Regresión Lineal MúltipleSeries temporalesEvaluación#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91{ }#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91{ }#sppb-addon-wrapper-f5a9be13-794d-41cb-a0dd-afea41a0db91{ }#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-title{ }#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-text-block{ }#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-text-block .sppb-addon-content{ } @media (max-width: 1199.98px) {#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 991.98px) {#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 767.98px) {#sppb-addon-f5a9be13-794d-41cb-a0dd-afea41a0db91 .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 575.98px) 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Big Data: Conceptos, Métodos y TecnologíasGuía de aprendizajeConceptos y Métodos para Ánalisis de Big DataArquitecturas de Análisis de Big DataTecnologías y Herramientas para Análisis de Big DataEvaluación#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea{ }#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea{ }#sppb-addon-wrapper-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea{ }#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-title{ }#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-text-block{ }#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-text-block .sppb-addon-content{ } @media (max-width: 1199.98px) {#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 991.98px) {#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 767.98px) {#sppb-addon-bc27ee4c-e7a4-4f9a-ba84-f76a0f5c60ea .sppb-addon-text-block .sppb-addon-content{}} @media (max-width: 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