{"id":13646,"date":"2022-10-26T18:21:12","date_gmt":"2022-10-26T18:21:12","guid":{"rendered":"http:\/\/www.meltsan.us\/2022\/?page_id=13646"},"modified":"2023-08-13T18:49:09","modified_gmt":"2023-08-13T18:49:09","slug":"data-engineering","status":"publish","type":"page","link":"https:\/\/www.meltsan.us\/2022\/data-engineering\/","title":{"rendered":"Data Engineering"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling fusion-animated\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-bottom-medium:80px;--awb-margin-bottom-small:60px;--awb-flex-wrap:wrap;\" data-animationType=\"fadeInUp\" data-animationDuration=\"1.3\" data-animationOffset=\"top-into-view\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-animated\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:70px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-margin-bottom-small:0px;--awb-spacing-left-small:1.92%;\" data-animationType=\"fadeIn\" data-animationDuration=\"0.3\" data-animationOffset=\"top-into-view\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-one\"><h1 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:var(--awb-typography1-line-height);\">Data Engineering<\/h1><\/div><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-content-alignment:justify;--awb-text-color:#000000;--awb-margin-right:5%;--awb-margin-left:5%;\"><p>Haga uso de la gran cantidad de datos que ha generado en su negocio, explotando el gran potencial de contar con informaci\u00f3n de su operaci\u00f3n en tiempo real, para analizar, visualizar y tomar decisiones estrat\u00e9gicas para su negocio. Meltsan Solutions le puede ayudar a generar ese <strong><em>Data Lake<\/em><\/strong>, que le permita contar con informaci\u00f3n a la mano a partir de diferentes fuentes de informaci\u00f3n, de una forma r\u00e1pida, segura y flexible.<\/p>\n<p>Como parte de la transformaci\u00f3n de datos, hay cuatro ejes principales a considerar a medida que cambia a una organizaci\u00f3n basada en datos. Meltsan Solutions, tiene gran experiencia para apoyarte en este roadmap a seguir, maximizando el potencial de sus datos.<\/p>\n<p>Dentro de las \u00e1reas de especializaci\u00f3n en las cuales Meltsan Solutions te puede ayudar, encontramos:<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-none hundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:left top;--awb-background-repeat:repeat;--awb-background-blend-mode:overlay;--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:80px;--awb-padding-bottom:30px;--awb-background-color:hsla(var(--awb-color1-h),var(--awb-color1-s),var(--awb-color1-l),calc( var(--awb-color1-a) - 50% ));--awb-background-image:url(&quot;http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2014\/10\/bkgd_lines.jpg&quot;);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-flip-boxes flip-boxes row fusion-columns-5 flip-effect-classic equal-heights\"><div class=\"fusion-flip-box-wrapper col-lg-2 col-md-2 col-sm-2\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-front:hsla(var(--awb-color8-h),var(--awb-color8-s),var(--awb-color8-l),calc( var(--awb-color8-a) - 95% ));--awb-title-front-color:var(--awb-color7);--awb-text-front-color:var(--awb-color5);\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-image\"><img decoding=\"async\" src=\"http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2022\/10\/machine.gif\" width=\"76\" height=\"76\" alt=\"Machine Learning\" \/><\/div><h5 class=\"flip-box-heading without-text\">Machine Learning<\/h5><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-back:var(--awb-color4);--awb-title-back-color:var(--awb-color2);--awb-text-back-color:var(--awb-color1);\"><div class=\"flip-box-back-inner\">\n<p style=\"text-align: left;\"><span style=\"color: #333333;\">Meltsan Solutions te puede ayudar a obtener informaci\u00f3n clave de sus datos, a trav\u00e9s de herramientas propias de Cloud para la generacion de un modelo de <em><strong>machine learning<\/strong><\/em> de forma r\u00e1pida y pr\u00e1ctica para prop\u00f3sitos de entrenamiento.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper col-lg-2 col-md-2 col-sm-2\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-front:hsla(var(--awb-color8-h),var(--awb-color8-s),var(--awb-color8-l),calc( var(--awb-color8-a) - 95% ));--awb-title-front-color:var(--awb-color7);--awb-text-front-color:var(--awb-color5);\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-image\"><img decoding=\"async\" src=\"http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2022\/10\/BD.gif\" width=\"68\" height=\"68\" alt=\"Data management\" \/><\/div><h5 class=\"flip-box-heading without-text\">Data management<\/h5><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-back:hsla(calc(var(--awb-color3-h) + 335),var(--awb-color3-s),var(--awb-color3-l),var(--awb-color3-a));--awb-title-back-color:var(--awb-color2);--awb-text-back-color:var(--awb-color1);\"><div class=\"flip-box-back-inner\">\n<p style=\"text-align: left;\"><span style=\"color: #333333;\">Para aquellos clientes que necesitan mejorar la estructura de sus datos existentes, Meltsan Solutions brinda orientaci\u00f3n experta en el uso de bases de datos relacionales, NoSQL, de series temporales, gr\u00e1ficas y distribuidas.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper col-lg-2 col-md-2 col-sm-2\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-front:hsla(var(--awb-color8-h),var(--awb-color8-s),var(--awb-color8-l),calc( var(--awb-color8-a) - 95% ));--awb-title-front-color:var(--awb-color7);--awb-text-front-color:var(--awb-color5);\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-image\"><img decoding=\"async\" src=\"http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2022\/10\/analitic.gif\" width=\"73\" height=\"73\" alt=\"Analytics and Visualization\" \/><\/div><h5 class=\"flip-box-heading without-text\">Analytics &amp; Visualization<\/h5><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-back:var(--awb-color3);--awb-title-back-color:var(--awb-color2);--awb-text-back-color:var(--awb-color1);\"><div class=\"flip-box-back-inner\">\n<p style=\"text-align: left;\"><span style=\"color: #333333;\">Para formas m\u00e1s tradicionales de an\u00e1lisis estad\u00edstico, Meltsan Solutions puede guiarlo en el uso de herramientas de an\u00e1lisis y visualizaci\u00f3n que proporcionan los diferentes proveedores de Cloud con el que est\u00e9 trabajando (AWS: QuickSight, AWS Data Visualization), proporcionando elementos para una oportuna y eficiente toma de decisiones<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper col-lg-2 col-md-2 col-sm-2\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-front:hsla(var(--awb-color8-h),var(--awb-color8-s),var(--awb-color8-l),calc( var(--awb-color8-a) - 95% ));--awb-title-front-color:var(--awb-color7);--awb-text-front-color:var(--awb-color5);\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-image\"><img decoding=\"async\" src=\"http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2022\/10\/lake.gif\" width=\"73\" height=\"73\" alt=\"Data Lakes\" \/><\/div><h5 class=\"flip-box-heading without-text\">Data Lakes<\/h5><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-back:var(--awb-color3);--awb-title-back-color:var(--awb-color2);--awb-text-back-color:var(--awb-color1);\"><div class=\"flip-box-back-inner\">\n<p style=\"text-align: left;\"><span style=\"color: #333333;\">Para grandes colecciones de documentos que contienen datos no estructurados, Meltsan Solutions puede apoyarte en la generacion de estas colecciones de informaci\u00f3n, a partir de otros componenetes, como <strong><em>hadoop<\/em><\/strong>, o <em><strong>Apache Spark<\/strong><\/em>.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper col-lg-2 col-md-2 col-sm-2\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-front:hsla(var(--awb-color8-h),var(--awb-color8-s),var(--awb-color8-l),calc( var(--awb-color8-a) - 95% ));--awb-title-front-color:var(--awb-color7);--awb-text-front-color:var(--awb-color7);\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-image\"><img decoding=\"async\" src=\"http:\/\/www.meltsan.us\/2022\/wp-content\/uploads\/2022\/10\/batch.gif\" width=\"73\" height=\"73\" alt=\"Data Ingestion, Streaming and Batch Solutions\" \/><\/div><h5 class=\"flip-box-heading without-text\">Data Ingestion, Streaming &amp; Batch Solutions<\/h5><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-icon-color:var(--awb-color5);--awb-border-size:0px;--awb-border-radius:4px;--awb-background-color-back:var(--awb-color3);--awb-title-back-color:var(--awb-color2);--awb-text-back-color:var(--awb-color7);\"><div class=\"flip-box-back-inner\">\n<p style=\"text-align: left;\">Mediante sistemas de Ingesta, transformaci\u00f3n y clasificaci\u00f3n, recolectamos datos para env\u00edo a diversos sistemas a nivel corporativo, conectados a buses de servicios, eventos y de <strong><em>streaming<\/em><\/strong> continuo. Aprovechando asi cada dato entrante para generar inteligencia de negocios. Algunas de las herramientas con lo que hacemos esto son: DataFactory, Databricks, AWS EMR (Map Reduce), Event Hubs, Kafka, Redpanda, AWS Kinesis.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/pages\/13646"}],"collection":[{"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/comments?post=13646"}],"version-history":[{"count":3,"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/pages\/13646\/revisions"}],"predecessor-version":[{"id":15884,"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/pages\/13646\/revisions\/15884"}],"wp:attachment":[{"href":"https:\/\/www.meltsan.us\/2022\/wp-json\/wp\/v2\/media?parent=13646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}