{"id":600,"date":"2025-07-24T21:21:24","date_gmt":"2025-07-24T21:21:24","guid":{"rendered":"https:\/\/dataforma.tech\/?page_id=600"},"modified":"2025-08-14T13:43:20","modified_gmt":"2025-08-14T13:43:20","slug":"blog","status":"publish","type":"page","link":"https:\/\/dataforma.tech\/en\/blog\/","title":{"rendered":"Blog"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"600\" class=\"elementor elementor-600\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-243b92a e-flex e-con-boxed e-con e-parent\" data-id=\"243b92a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-572808e e-con-full e-flex e-con e-child\" data-id=\"572808e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-585fe0b elementor-widget elementor-widget-heading\" data-id=\"585fe0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">THE DATAFORMA BLOG<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4594d98 elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"4594d98\" data-element_type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;rotating_text&quot;:&quot;business intelligence\\nengenharia de dados\\ncultura data-driven\\no que os dados tem a dizer\\ngovernan\\u00e7a de dados&quot;,&quot;rotate_iteration_delay&quot;:1600,&quot;animation_type&quot;:&quot;typing&quot;,&quot;loop&quot;:&quot;yes&quot;}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-typing elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Here you understand<\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tbusiness intelligence\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tdata engineering\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tdata-driven culture\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\twhat the data has to say\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tdata governance\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cee35fa elementor-widget elementor-widget-spacer\" data-id=\"cee35fa\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14447d1 e-flex e-con-boxed e-con e-parent\" data-id=\"14447d1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45cae69 elementor-nav-menu__align-center elementor-nav-menu--dropdown-none elementor-hidden-mobile elementor-widget elementor-widget-nav-menu\" data-id=\"45cae69\" data-element_type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg class=\\&quot;e-font-icon-svg e-fas-caret-down\\&quot; viewBox=\\&quot;0 0 320 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;}}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-45cae69\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1075\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/arquitetura-de-dados\/\" class=\"elementor-item menu-link\">Data Architecture<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1081\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/ferramentas-e-tecnologias\/\" class=\"elementor-item menu-link\">Tools and Technologies<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1076\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/automacao-e-eficiencia\/\" class=\"elementor-item menu-link\">Automation and Efficiency<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1077\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/boas-praticas-e-governanca\/\" class=\"elementor-item menu-link\">Good Practices and Governance<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1078\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/cultura-data-driven\/\" class=\"elementor-item menu-link\">Data-Driven Culture<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1079\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/estrategia-e-valor-de-dados\/\" class=\"elementor-item menu-link\">Data Strategy and Value<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1080\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/estudos-de-caso-e-bastidores\/\" class=\"elementor-item menu-link\">Case Studies and Behind the Scenes<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-45cae69\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1075\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/arquitetura-de-dados\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Data Architecture<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1081\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/ferramentas-e-tecnologias\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Tools and Technologies<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1076\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/automacao-e-eficiencia\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Automation and Efficiency<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1077\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/boas-praticas-e-governanca\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Good Practices and Governance<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1078\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/cultura-data-driven\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Data-Driven Culture<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1079\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/estrategia-e-valor-de-dados\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Data Strategy and Value<\/a><\/li>\n<li class=\"menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1080\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/category\/estudos-de-caso-e-bastidores\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Case Studies and Behind the Scenes<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d1f38f e-con-full e-flex e-con e-child\" data-id=\"6d1f38f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7b03481 e-con-full e-flex e-con e-child\" data-id=\"7b03481\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-dcb197f e-con-full e-flex e-con e-child\" data-id=\"dcb197f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-23df2ea e-con-full e-flex e-con e-child\" data-id=\"23df2ea\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3fbf202 elementor-widget elementor-widget-heading\" data-id=\"3fbf202\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/dataforma.tech\/en\/blog\/implementacao-de-ia-agentica-guia-pratico-para-workflows-personalizados\/\">Implementing Agentic AI: A Practical Guide to Custom Workflows<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b577915 elementor-widget elementor-widget-text-editor\" data-id=\"b577915\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Did you know that the agentic AI market is expected to jump from US$1.5 billion in 2024 to a staggering US$1.5 billion by 2030?1 These numbers are impressive, but what\u2019s really\u2026<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7897540 e-con-full e-flex e-con e-child\" data-id=\"7897540\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50beba5 elementor-widget elementor-widget-text-editor\" data-id=\"50beba5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Guilherme Rodrigues \u25aa October 11, 2025<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e145a3 e-con-full fundo-ultimo-post e-flex e-con e-child\" data-id=\"7e145a3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12e1049 imagem-url-oculta elementor-widget elementor-widget-text-editor\" data-id=\"12e1049\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b37697 elementor-grid-2 elementor-posts--thumbnail-none elementor-posts--align-left lista-postagens elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"6b37697\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;2&quot;,&quot;pagination_type&quot;:&quot;load_more_infinite_scroll&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;load_more_spinner&quot;:{&quot;value&quot;:&quot;fas fa-spinner&quot;,&quot;library&quot;:&quot;fa-solid&quot;}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1403 post type-post status-publish format-standard hentry category-arquitetura-de-dados tag-data-lake tag-data-lakehouse tag-data-warehouse tag-delta-lake\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/dataforma.tech\/en\/blog\/entenda-as-diferencas-data-warehouse-data-lake-e-data-lakehouse\/\" >\n\t\t\t\tUnderstand the Differences: Data Warehouse, Data Lake and Data Lakehouse\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>In this quick guide, understand the overview of three of the main data architectures known on the market.<\/p>\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/dataforma.tech\/en\/blog\/entenda-as-diferencas-data-warehouse-data-lake-e-data-lakehouse\/\" aria-label=\"Read more about Entenda as Diferen\u00e7as: Data Warehouse, Data Lake e Data Lakehouse\" tabindex=\"-1\" >\n\t\t\tRead more &quot;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tRenan Moraes\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t22\/09\/2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1394 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-data-lake tag-databricks tag-delta-lake tag-memoria tag-pyspark\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/dataforma.tech\/en\/blog\/otimizando-o-gerenciamento-de-memoria-no-pyspark-guia-pratico-para-notebooks-databricks\/\" >\n\t\t\t\tOptimizing Memory Management in PySpark: A Practical Guide for Databricks Notebooks\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\ud83d\ude80 Optimize your memory management in PySpark with these valuable tips for Databricks notebooks! \ud83d\udcbb Since Databricks Runtime 12.0, memory analysis tools make it easier to identify bottlenecks and improve performance.<\/p>\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/dataforma.tech\/en\/blog\/otimizando-o-gerenciamento-de-memoria-no-pyspark-guia-pratico-para-notebooks-databricks\/\" aria-label=\"Read more about Otimizando o Gerenciamento de Mem\u00f3ria no PySpark: Guia Pr\u00e1tico para Notebooks Databricks\" tabindex=\"-1\" >\n\t\t\tRead more &quot;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tGuilherme Rodrigues\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t07\/09\/2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1147 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/dataforma.tech\/en\/blog\/microsoft-fabric-construindo-arquiteturas-lakehouse-escalaveis-na-pratica\/\" >\n\t\t\t\tMicrosoft Fabric: Building Scalable Lakehouse Architectures in Practice\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Have you ever stopped to consider how companies today are literally drowning in data? It&#039;s no exaggeration to say that we live in an age where information arrives from everywhere\u2014internal systems, applications, sensors, social networks\u2014and the question we ask ourselves is: how can we extract real value from so much scattered information? Today, we live in a reality where data<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/dataforma.tech\/en\/blog\/microsoft-fabric-construindo-arquiteturas-lakehouse-escalaveis-na-pratica\/\" aria-label=\"Read more about Microsoft Fabric: Construindo Arquiteturas Lakehouse Escal\u00e1veis na Pr\u00e1tica\" tabindex=\"-1\" >\n\t\t\tRead more &quot;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tRenan Moraes\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t10\/08\/2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t\t\t<span class=\"e-load-more-spinner\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 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