{"id":15867,"date":"2026-07-14T11:19:45","date_gmt":"2026-07-14T09:19:45","guid":{"rendered":"https:\/\/www.palentino.es\/blog\/?p=15867"},"modified":"2026-07-14T11:44:30","modified_gmt":"2026-07-14T09:44:30","slug":"%f0%9f%92%a7-sabes-realmente-que-es-un-data-lake-y-por-que-cada-vez-mas-empresas-lo-estan-implantando","status":"publish","type":"post","link":"https:\/\/www.palentino.es\/blog\/%f0%9f%92%a7-sabes-realmente-que-es-un-data-lake-y-por-que-cada-vez-mas-empresas-lo-estan-implantando\/","title":{"rendered":"&#x1f4a7; \u00bfSabes realmente qu\u00e9 es un Data Lake y por qu\u00e9 cada vez m\u00e1s empresas lo est\u00e1n implantando?"},"content":{"rendered":"<div id=\"palen-2939903268\" class=\"palen-antes-del-contenido palen-entity-placement\"><div class=\"palen-adlabel\">Anuncios<\/div><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2815317153396146\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:inline-block;width:300px;height:250px;\" \ndata-ad-client=\"ca-pub-2815317153396146\" \ndata-ad-slot=\"4593837716\"><\/ins> \n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div>\n<p class=\"wp-block-paragraph\">Cuando hablamos de Big Data, Inteligencia Artificial o anal\u00edtica avanzada, tarde o temprano aparece un concepto fundamental: el Data Lake.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pero un Data Lake es mucho m\u00e1s que un lugar donde almacenar datos. Es el punto de encuentro de toda la informaci\u00f3n de una organizaci\u00f3n: ERP, SQL Server, aplicaciones, sensores IoT, PLC, redes sociales, archivos, APIs&#8230; todo centralizado para convertir los datos en conocimiento.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En esta infograf\u00eda he querido resumir, de una forma visual y pr\u00e1ctica:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Qu\u00e9 es un Data Lake.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; En qu\u00e9 se diferencia de un Data Warehouse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Arquitectura completa de funcionamiento.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Tecnolog\u00edas m\u00e1s utilizadas (Spark, Kafka, Azure Data Lake, Databricks, Iceberg, Delta Lake&#8230;).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Integraci\u00f3n con SQL Server.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Seguridad y gobierno del dato.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Caso pr\u00e1ctico en un entorno industrial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#x2705; Hoja de ruta para aprender esta tecnolog\u00eda desde cero.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cada vez es m\u00e1s habitual que un administrador de sistemas, un CTO o un responsable de IT tenga que trabajar con plataformas de datos, ya que son la base sobre la que se construyen los proyectos de Business Intelligence, Machine Learning e Industria 4.0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Espero que esta gu\u00eda os resulte \u00fatil y os sirva como referencia r\u00e1pida.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2.png\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1536\" data-attachment-id=\"15875\" data-permalink=\"https:\/\/www.palentino.es\/blog\/%f0%9f%92%a7-sabes-realmente-que-es-un-data-lake-y-por-que-cada-vez-mas-empresas-lo-estan-implantando\/datalake-3\/\" data-orig-file=\"https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2.png\" data-orig-size=\"1024,1536\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"datalake\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2-683x1024.png\" src=\"https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2.png\" alt=\"\" class=\"wp-image-15875\" srcset=\"https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2.png 1024w, https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2-200x300.png 200w, https:\/\/www.palentino.es\/blog\/wp-content\/uploads\/2026\/07\/datalake-2-683x1024.png 683w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<div id=\"palen-2211673600\" class=\"palen-despues-del-contenido palen-entity-placement\"><div class=\"palen-adlabel\">Anuncios<\/div><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2815317153396146\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:block;\" data-ad-client=\"ca-pub-2815317153396146\" \ndata-ad-slot=\"\" \ndata-ad-format=\"auto\" data-full-width-responsive=\"true\"><\/ins>\n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Cuando hablamos de Big Data, Inteligencia Artificial o anal\u00edtica avanzada, tarde o temprano aparece un concepto fundamental: el Data Lake. Pero un Data Lake es mucho m\u00e1s que un lugar donde almacenar datos. Es el punto de encuentro de toda la informaci\u00f3n de una organizaci\u00f3n: ERP, SQL Server, aplicaciones, sensores IoT, PLC, redes sociales, archivos, APIs&#8230; todo centralizado para convertir los datos en conocimiento. En esta infograf\u00eda he querido resumir, de una forma visual y pr\u00e1ctica: &#x2705; Qu\u00e9 es un Data Lake. &#x2705; En qu\u00e9 se diferencia de un Data Warehouse. &#x2705; Arquitectura completa de funcionamiento. &#x2705; Tecnolog\u00edas m\u00e1s utilizadas (Spark, Kafka, Azure Data Lake, Databricks, Iceberg, Delta Lake&#8230;). &#x2705; Integraci\u00f3n con SQL Server. &#x2705; Seguridad y gobierno del dato. &#x2705; Caso pr\u00e1ctico en un entorno industrial. &#x2705; Hoja de ruta para aprender esta tecnolog\u00eda desde cero. Cada vez es m\u00e1s habitual que un administrador de sistemas, un CTO o un responsable de IT tenga que trabajar con plataformas de datos, ya que son la base sobre la que se construyen los proyectos de Business Intelligence, Machine Learning e Industria 4.0. Espero que esta gu\u00eda os resulte \u00fatil y os sirva como referencia r\u00e1pida.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1415],"tags":[],"class_list":["post-15867","post","type-post","status-publish","format-standard","hentry","category-sin-categoria-es"],"views":4,"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p2ECph-47V","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/posts\/15867","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/comments?post=15867"}],"version-history":[{"count":6,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/posts\/15867\/revisions"}],"predecessor-version":[{"id":15877,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/posts\/15867\/revisions\/15877"}],"wp:attachment":[{"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/media?parent=15867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/categories?post=15867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.palentino.es\/blog\/wp-json\/wp\/v2\/tags?post=15867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}