{"id":10335,"date":"2023-11-20T17:10:19","date_gmt":"2023-11-20T16:10:19","guid":{"rendered":"https:\/\/aprenderbigdata.com\/?p=10335"},"modified":"2025-08-17T11:26:56","modified_gmt":"2025-08-17T10:26:56","slug":"talend","status":"publish","type":"post","link":"https:\/\/aprenderbigdata.com\/talend\/","title":{"rendered":"Talend: Tratamiento de Datos Empresarial"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Talend es un conjunto de servicios orientado a implementar pipelines de datos y procesos de extracci\u00f3n, transformaci\u00f3n y carga de datos (ETL) en un \u00e1mbito empresarial. La soluci\u00f3n pretende facilitar el acceso a los datos en las organizaciones. En este art\u00edculo aprenderemos qu\u00e9 es y c\u00f3mo puede ayudar en nuestra estrategia de datos.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"#formacion\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend-1024x576.jpg\" alt=\"Aprende qu\u00e9 es Talend\" class=\"wp-image-10375\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend-1024x576.jpg 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend-300x169.jpg 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend-768x432.jpg 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend-800x450.jpg 800w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Talend.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenidos<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a661ada71efa\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a661ada71efa\" checked aria-label=\"Alternar\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aprenderbigdata.com\/talend\/#%C2%BFQue-es-Talend\" >\u00bfQu\u00e9 es Talend?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Arquitectura-y-Componentes-de-Talend-Cloud\" >Arquitectura y Componentes de Talend Cloud<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Talend-Studio\" >Talend Studio<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Entorno-y-Servicios-Cloud\" >Entorno y Servicios Cloud<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Cloud-Pipeline-Designer\" >Cloud Pipeline Designer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Data-Fabric\" >Data Fabric<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Data-Mapper\" >Data Mapper<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Change-Data-Capture\" >Change Data Capture<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Cloud-Data-Preparation\" >Cloud Data Preparation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Cloud-Data-Inventory\" >Cloud Data Inventory<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Cloud-Data-Stewardship\" >Cloud Data Stewardship<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Cloud-Data-Catalog\" >Cloud Data Catalog<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Conectores-Disponibles-en-Talend\" >Conectores Disponibles en Talend<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Curso-Recomendado-de-Talend\" >Curso Recomendado de Talend<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Curso-de-preparacion-para-la-certificacion-Talend-Data-Integration\" >Curso de preparaci\u00f3n para la certificaci\u00f3n Talend Data Integration<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/aprenderbigdata.com\/talend\/#Preguntas-Frecuentes-de-Talend\" >Preguntas Frecuentes de Talend<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/aprenderbigdata.com\/talend\/#%C2%BFCuales-son-las-opciones-de-despliegue-disponibles-en-Talend\" >\u00bfCu\u00e1les son las opciones de despliegue disponibles en Talend?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/aprenderbigdata.com\/talend\/#%C2%BFQue-tipos-de-conectores-y-adaptadores-estan-disponibles-en-Talend\" >\u00bfQu\u00e9 tipos de conectores y adaptadores est\u00e1n disponibles en Talend?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/aprenderbigdata.com\/talend\/#%C2%BFComo-se-asegura-la-calidad-de-los-datos-en-Talend\" >\u00bfC\u00f3mo se asegura la calidad de los datos en Talend?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/aprenderbigdata.com\/talend\/#%C2%BFTalend-ofrece-capacidades-de-monitorizacion-y-gestion-de-tareas\" >\u00bfTalend ofrece capacidades de monitorizaci\u00f3n y gesti\u00f3n de tareas?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%C2%BFQue-es-Talend\"><\/span>\u00bfQu\u00e9 es Talend?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Talend es una plataforma de integraci\u00f3n de datos que ofrece una suite de capacidades para la gesti\u00f3n y la <strong><a href=\"https:\/\/aprenderbigdata.com\/etl-vs-elt\/\">transformaci\u00f3n de datos<\/a><\/strong>. Desde su lanzamiento en 2006, Talend se ha convertido en la elecci\u00f3n preferida de muchas organizaciones debido a su enfoque centrado en el usuario y su capacidad para abordar los desaf\u00edos m\u00e1s complejos del tratamiento de datos a nivel empresarial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Talend proporciona <strong>conectores y componentes predefinidos<\/strong> que facilitan la integraci\u00f3n con otras fuentes de datos y sistemas. Esto permite a los usuarios importar y exportar datos de manera eficiente, garantizando la interoperabilidad entre diferentes plataformas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tambi\u00e9n permite a los usuarios dise\u00f1ar flujos de trabajo complejos para la <strong>transformaci\u00f3n y enriquecimiento de datos<\/strong>, para generar conjuntos de datos limpios y listos para su an\u00e1lisis big data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Arquitectura-y-Componentes-de-Talend-Cloud\"><\/span>Arquitectura y Componentes de Talend Cloud<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Talend Cloud se compone de servicios en la nube y servicios en el entorno del cliente, generalmente una red local u onpremise. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En el entorno de usuario se encuentran las herramientas de <strong>Talend Studio, Talend Cloud API Tester y el Remote Engine<\/strong>. Adem\u00e1s de esto, algunos de los servicios cloud de Talend pueden accederse directamente a trav\u00e9s del navegador web.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Talend-Studio\"><\/span>Talend Studio<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Desde el componente Talend Studio, es posible publicar las tareas de integraci\u00f3n de datos. Para esto, conecta con el componente <strong>Talend Cloud Management Console<\/strong>. Tambi\u00e9n, podemos preparar los datos, configurar fuentes de datos y exportaciones de datos que ejecutar\u00e1n de forma remota.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Es la interfaz gr\u00e1fica de administraci\u00f3n sobre la que podremos crear y eliminar tareas o definiciones de APIs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Entorno-y-Servicios-Cloud\"><\/span>Entorno y Servicios Cloud<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La infraestructura cloud de Talend incluye las <strong>aplicaciones cloud y los motores de ejecuci\u00f3n<\/strong>. A continuaci\u00f3n tienes algunos de los componentes cloud m\u00e1s usados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cloud-Pipeline-Designer\"><\/span>Cloud Pipeline Designer<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pipeline Designer es una herramienta de integraci\u00f3n orientada al procesamiento escalable de datos. Proporciona una interfaz web de usuario en la que se pueden <strong>definir pipelines de datos<\/strong> de extremo a extremo. <\/p>\n\n\n\n<div class=\"wp-block-group pre-su\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-preformatted\"><div class=\"su-service\"><div class=\"su-service-title\" style=\"padding-left:44px;min-height:30px;line-height:30px\"><i class=\"sui sui-info-circle\" style=\"font-size:30px;color:#e74273\"><\/i> \u00bfQuieres Convertirte en Ingeniero de Datos?<\/div><div class=\"su-service-content su-u-clearfix su-u-trim\" style=\"padding-left:44px\"><br>Consigue empleo con el <a href=\"https:\/\/aprenderbigdata.com\/curso-ingeniero-datos\/\">programa acelerado de Data Engineer<\/a><br><\/div><\/div><\/pre>\n<\/div><\/div>\n\n\n<style>.pre-su pre {<br \/>\n\tbackground-color: #fffae9 !important;<br \/>\n}<br \/>\n<\/style>\n\n\n<p class=\"wp-block-paragraph\">Las pipelines pueden ser de tipo batch y streaming y pueden usar datos alojados en onpremise y en la nube. Para el procesamiento se usan motores de ejecuci\u00f3n seguros que se alojan en el entorno de la organizaci\u00f3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Las pipelines se componen de conexiones reutilizables a los entornos donde se almacenan los datos y datasets, que pueden ser tablas de bases de datos, ficheros o <strong><a href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-kafka\/\">topics de Kafka<\/a><\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data-Fabric\"><\/span>Data Fabric<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data Fabric combina los productos de Talend en soluciones unificadas orientadas al procesamiento de big data de forma escalable. Est\u00e1 basado en <strong><a href=\"https:\/\/aprenderbigdata.com\/hadoop\/\">Apache Hadoop<\/a><\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data-Mapper\"><\/span>Data Mapper<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Talend Data Mapper permite crear visualmente mapas de datos sobre los que ejecutar transformaciones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Es posible definir estructuras que definen la <strong>sem\u00e1ntica de los datos<\/strong>, con su jerarqu\u00eda personalizada. Cada mapa define una transformaci\u00f3n con una estructura de entrada y una estructura de salida. Para realizar la transformaci\u00f3n de las estructuras, se definen expresiones y funciones como unidades de c\u00f3digo que devuelven los valores correspondientes a las transformaciones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por ejemplo, con Data Mapper podemos convertir un archivo JSON con informaci\u00f3n de clientes en un archivo CSV con una columna para cada dato. Despu\u00e9s de haber definido el mapa, podremos ejecutar y planificar las transformaciones directamente con un job de tipo batch.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Change-Data-Capture\"><\/span>Change Data Capture<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Talend Change Data Capture es una soluci\u00f3n para el procesamiento de eventos en streaming. El CDC captura las <strong>transacciones de una base de datos  como eventos<\/strong>. Estas transacciones son del tipo inserci\u00f3n, actualizaci\u00f3n o eliminaci\u00f3n. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los eventos se capturan en tiempo real, de esta forma se pueden procesar y enviar al destino que sea necesario. Es compatible con bases de datos como <strong><a href=\"https:\/\/aprenderbigdata.com\/cursos-oracle\/\">Oracle<\/a><\/strong>, SQL Server, <strong><a href=\"https:\/\/aprenderbigdata.com\/mysql\/\">MySQL<\/a><\/strong>, <strong><a href=\"https:\/\/aprenderbigdata.com\/postgresql\/\">PostgreSQL<\/a><\/strong> o DB2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los cambios en las bases de datos son capturados a partir de los llamados <em><a href=\"https:\/\/en.wikipedia.org\/wiki\/Transaction_log\" target=\"_blank\" rel=\"noreferrer noopener\">transaction journals<\/a><\/em> en las fuentes, de forma que el impacto en los sistemas de origen bajo. Aun as\u00ed, tambi\u00e9n se puede trabajar directamente con tablas o fuentes de datos que no tengan soporte al <em>transaction journal<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para cada registro de transacci\u00f3n que se procesa es posible ejecutar un m\u00f3dulo de transformaci\u00f3n de datos y desencadenar una pipeline de procesamiento. Los datos se transmiten en bloques y se procesar\u00e1n en paralelo, de forma que toda la pipeline pueda ejecutar en tiempo real y los cambios en la volumetr\u00eda de los datos no tengan un gran impacto en el rendimiento de la pipeline.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por ejemplo, podemos usar Change Data Capture para <strong>cargar datos en tiempo real en una base de datos<\/strong> con una estructura distinta a la base de datos fuente. La pipeline que implementa la transformaci\u00f3n de datos deber\u00e1 definir c\u00f3mo se combinan los registros de origen para realizar las operaciones en la base de datos destino.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cloud-Data-Preparation\"><\/span>Cloud Data Preparation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">El servicio de Data Preparation facilita la labor de <strong>limpieza y preparaci\u00f3n de datos<\/strong> para las tareas de an\u00e1lisis. Se integra con el cat\u00e1logo de datos y tiene capacidades de perfilado y descubrimiento de datos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tambi\u00e9n, permite enriquecer los datasets con informaci\u00f3n adicional de forma sencilla.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algunas de las tareas m\u00e1s comunes son la eliminaci\u00f3n de espacios innecesarios en las columnas, la modificaci\u00f3n del tipo sem\u00e1ntico de los campos, la aplicaci\u00f3n de valores por defecto o la armonizaci\u00f3n de los formatos de fechas.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cloud-Data-Inventory\"><\/span>Cloud Data Inventory<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Es el componente de Talend encargado de mantener un inventario de los activos de datos. Es posible a\u00f1adir datasets al inventario desde Pipeline Designer o Data preparation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Autom\u00e1ticamente se realiza un perfilado de los datos asociado con su calidad del dato y se documentan con metadatos editables. Este inventario se puede compartir con otros usuarios para trabajar de forma colaborativa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Es importante que tanto <strong><a href=\"https:\/\/aprenderbigdata.com\/ingeniero-de-datos\/\">ingenieros de datos<\/a><\/strong> como <strong><a href=\"https:\/\/aprenderbigdata.com\/analista-datos\/\">analistas de datos<\/a><\/strong> tengan acceso al consumo de estos sets de datos con sus metadatos correspondientes. De esta forma se optimizar\u00e1n los trabajos de preparaci\u00f3n y limpieza para que sea m\u00e1s f\u00e1cil su explotaci\u00f3n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cloud-Data-Stewardship\"><\/span>Cloud Data Stewardship<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data Stewardship&nbsp;es una aplicaci\u00f3n para gestionar los activos de datos. Centraliza la <strong>administraci\u00f3n de accesos a los datos<\/strong> para los usuarios de la organizaci\u00f3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para realizar estas tareas, se definen los conceptos de campa\u00f1as y de tareas, con los roles de <strong>propietarios y administradores de datos<\/strong>. En las campa\u00f1as se definen las tareas sobre los datos que se van a realizar y qu\u00e9 usuarios participan en ellas-<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cloud-Data-Catalog\"><\/span>Cloud Data Catalog<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">El cat\u00e1logo de datos permite tener un cat\u00e1logo centralizado, colaborativo y gobernado para definir sets de datos. Puede descubrir nuevos datos, perfilarlos y asociarlos con sus metadatos y asignar capacidades de b\u00fasqueda sobre todos los activos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para gestionar el cat\u00e1logo, existe un grupo de administraci\u00f3n, con capacidades de crear nuevos roles y asignar los permisos de acceso a otros usuarios mediante RBAC.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conectores-Disponibles-en-Talend\"><\/span>Conectores Disponibles en Talend<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Talend dispone de conectores de serie para bases de datos, filesystems y herramientas cloud. A continuaci\u00f3n se muestran los m\u00e1s importantes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Bases de datos<\/strong>: Amazon Aurora, <a href=\"https:\/\/aprenderbigdata.com\/dynamodb\/\">Amazon DynamoDB<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/redshift\/\">Amazon Redshift<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/apache-kudu\/\">Apache Kudu<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/\">Azure Cosmos DB<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/azure-synapse-analytics\/\">Azure Synapse<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/couchbase\/\">Couchbase<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/delta-lake\/\">Delta Lake<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/bigquery\/\">Google BigQuery<\/a>, MariaDB, SQL Server, <a href=\"https:\/\/aprenderbigdata.com\/mongodb\/\">MongoDB<\/a>, MySQL, Oracle, PostgreSQL, <a href=\"https:\/\/aprenderbigdata.com\/snowflake\/\">Snowflake<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/elasticsearch\/\">ElasticSearch<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Cloud Storage<\/strong>: Google Cloud Storage, <a href=\"https:\/\/aprenderbigdata.com\/amazon-s3\/\">Amazon S3<\/a>, Azure Blob Storage, Azure Data Lake Storage Gen2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Filesystems<\/strong>: FTP, <a href=\"https:\/\/aprenderbigdata.com\/hdfs\/\">HDFS<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Mensajer\u00eda<\/strong>: <a href=\"https:\/\/aprenderbigdata.com\/apache-pulsar\/\">Apache Pulsar<\/a>, <a href=\"https:\/\/aprenderbigdata.com\/event-hubs\/\">Azure Event Hubs<\/a>, Amazon Kinesis, Google PubSub, Apache Kafka, <a href=\"https:\/\/aprenderbigdata.com\/kafka-vs-rabbitmq\/\">RabbitMQ<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"formacion\"><span class=\"ez-toc-section\" id=\"Curso-Recomendado-de-Talend\"><\/span>Curso Recomendado de Talend<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/imp.i384100.net\/217Pog\" target=\"_blank\" rel=\"nofollow noopener\"><img decoding=\"async\" width=\"407\" height=\"330\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/curso-talend-coursera.jpg\" alt=\"Curso Talend Coursera\" class=\"wp-image-10842\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/curso-talend-coursera.jpg 407w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/curso-talend-coursera-300x243.jpg 300w\" sizes=\"(max-width: 407px) 100vw, 407px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Curso-de-preparacion-para-la-certificacion-Talend-Data-Integration\"><\/span><a href=\"https:\/\/imp.i384100.net\/217Pog\" target=\"_blank\" rel=\"noopener nofollow\">Curso de preparaci\u00f3n para la certificaci\u00f3n Talend Data Integration<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Este curso disponible en Coursera te ayudar\u00e1 a aprender y a formarte en Talend. Podr\u00e1s preparar al mismo tiempo la certificaci\u00f3n de Talend Data Integration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Conseguir\u00e1s crear trabajos que accedan a ficheros y a bases de datos para realizar operaciones de transformaci\u00f3n y de filtrado de datos desde Talend Studio. Tambi\u00e9n te ense\u00f1ar\u00e1 a crear tareas de orquestaci\u00f3n y de planificaci\u00f3n que ayuden a automatizar tus pipelines de datos.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Preguntas-Frecuentes-de-Talend\"><\/span>Preguntas Frecuentes de Talend<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFCuales-son-las-opciones-de-despliegue-disponibles-en-Talend\"><\/span>\u00bfCu\u00e1les son las opciones de despliegue disponibles en Talend?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Talend ofrece opciones de despliegue flexibles, incluyendo despliegue en entornos locales (on-premise) y en la nube, como Amazon Web Services (AWS) y Microsoft Azure. Tambi\u00e9n proporciona soporte para despliegue en contenedores Docker.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFQue-tipos-de-conectores-y-adaptadores-estan-disponibles-en-Talend\"><\/span>\u00bfQu\u00e9 tipos de conectores y adaptadores est\u00e1n disponibles en Talend?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Talend se puede integrar y conectar con bases de datos relacionales, servicios web, aplicaciones empresariales (ERP, CRM), sistemas de almacenamiento en la nube y servicios cloud.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFComo-se-asegura-la-calidad-de-los-datos-en-Talend\"><\/span>\u00bfC\u00f3mo se asegura la calidad de los datos en Talend?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Talend proporciona funcionalidades para garantizar la calidad de los datos, como la detecci\u00f3n y correcci\u00f3n de duplicados, validaci\u00f3n de datos seg\u00fan reglas predefinidas, limpieza y normalizaci\u00f3n de datos, y seguimiento de los cambios realizados en los datos durante el proceso de integraci\u00f3n.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFTalend-ofrece-capacidades-de-monitorizacion-y-gestion-de-tareas\"><\/span>\u00bfTalend ofrece capacidades de monitorizaci\u00f3n y gesti\u00f3n de tareas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">S\u00ed, Talend ofrece capacidades de monitorizaci\u00f3n y gesti\u00f3n de tareas a trav\u00e9s de su consola de administraci\u00f3n. Permite supervisar y gestionar el rendimiento de los flujos de trabajo, programar y ejecutar tareas de manera automatizada, y generar informes y alertas para un mejor control de las operaciones de integraci\u00f3n de datos.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfCu\u00e1les son las opciones de despliegue disponibles en Talend?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Talend ofrece opciones de despliegue flexibles, incluyendo despliegue en entornos locales (on-premise) y en la nube, como Amazon Web Services (AWS) y Microsoft Azure. Tambi\u00e9n proporciona soporte para despliegue en contenedores Docker.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfQu\u00e9 tipos de conectores y adaptadores est\u00e1n disponibles en Talend?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Talend se puede integrar y conectar con bases de datos relacionales, servicios web, aplicaciones empresariales (ERP, CRM), sistemas de almacenamiento en la nube y servicios cloud.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfC\u00f3mo se asegura la calidad de los datos en Talend?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Talend proporciona funcionalidades para garantizar la calidad de los datos, como la detecci\u00f3n y correcci\u00f3n de duplicados, validaci\u00f3n de datos seg\u00fan reglas predefinidas, limpieza y normalizaci\u00f3n de datos, y seguimiento de los cambios realizados en los datos durante el proceso de integraci\u00f3n.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfTalend ofrece capacidades de monitorizaci\u00f3n y gesti\u00f3n de tareas?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>S\u00ed, Talend ofrece capacidades de monitorizaci\u00f3n y gesti\u00f3n de tareas a trav\u00e9s de su consola de administraci\u00f3n. Permite supervisar y gestionar el rendimiento de los flujos de trabajo, programar y ejecutar tareas de manera automatizada, y generar informes y alertas para un mejor control de las operaciones de integraci\u00f3n de datos.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n\n\n\n<div class=\"wp-block-group newsletter-re\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<!-- Begin Brevo Form -->\n<!-- START - We recommend to place the below code in head tag of your website html  -->\n<style>\n  @font-face {\n    font-display: block;\n    font-family: Roboto;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 600;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 700;\n  }\n\n  #sib-container input:-ms-input-placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container input::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container textarea::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n<\/style>\n<link rel=\"stylesheet\" href=\"https:\/\/sibforms.com\/forms\/end-form\/build\/sib-styles.css\">\n<!--  END - We recommend to place the above code in head tag of your website html -->\n\n<!-- START - We recommend to place the below code where you want the form in your website html  -->\n<div class=\"sib-form\" style=\"text-align: center;\n         background-color: #ffffff;                                 \">\n  <div id=\"sib-form-container\" class=\"sib-form-container\">\n    <div id=\"error-message\" class=\"sib-form-message-panel\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#661d1d; background-color:#ffeded; border-radius:3px; border-color:#ff4949;max-width:600px;\">\n      <div class=\"sib-form-message-panel__text sib-form-message-panel__text--center\">\n        <svg viewBox=\"0 0 512 512\" class=\"sib-icon sib-notification__icon\">\n          <path d=\"M256 40c118.621 0 216 96.075 216 216 0 119.291-96.61 216-216 216-119.244 0-216-96.562-216-216 0-119.203 96.602-216 216-216m0-32C119.043 8 8 119.083 8 256c0 136.997 111.043 248 248 248s248-111.003 248-248C504 119.083 392.957 8 256 8zm-11.49 120h22.979c6.823 0 12.274 5.682 11.99 12.5l-7 168c-.268 6.428-5.556 11.5-11.99 11.5h-8.979c-6.433 0-11.722-5.073-11.99-11.5l-7-168c-.283-6.818 5.167-12.5 11.99-12.5zM256 340c-15.464 0-28 12.536-28 28s12.536 28 28 28 28-12.536 28-28-12.536-28-28-28z\" \/>\n        <\/svg>\n        <span class=\"sib-form-message-panel__inner-text\">\n                          Tu suscripci\u00f3n no ha podido guardarse. 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