{"id":22501,"date":"2026-05-26T16:58:49","date_gmt":"2026-05-26T19:58:49","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=22501"},"modified":"2026-05-26T17:18:42","modified_gmt":"2026-05-26T20:18:42","slug":"arquitetura-dados-moderna-power-bi-databricks-lakehouse","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/arquitetura-dados-moderna-power-bi-databricks-lakehouse\/","title":{"rendered":"Arquitetura de dados moderna: como alunos da FATEC aprenderam na pr\u00e1tica com Power BI, Databricks e Lakehouse"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"980\" height=\"294\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2026\/05\/03-Banner-wordpress-988x610px-1.jpg\" alt=\"\" class=\"wp-image-22502\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2026\/05\/03-Banner-wordpress-988x610px-1.jpg 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2026\/05\/03-Banner-wordpress-988x610px-1-480x144.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 980px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A demanda por profissionais preparados para trabalhar com arquitetura de dados moderna cresce \u00e0 medida que empresas aceleram iniciativas de analytics, governan\u00e7a e intelig\u00eancia artificial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No entanto, compreender conceitos te\u00f3ricos j\u00e1 n\u00e3o \u00e9 suficiente. O mercado busca profissionais capazes de atuar com tecnologias e arquiteturas utilizadas em ambientes corporativos reais.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Foi nesse contexto que a DataEX participou como parceira da FATEC Jundia\u00ed no Projeto Integrador I do curso de Data Science, promovendo aulas pr\u00e1ticas sobre engenharia de dados, analytics e arquitetura moderna em nuvem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Entre abril e junho, os alunos participaram de encontros t\u00e9cnicos conduzidos pelos profissionais <a href=\"https:\/\/www.linkedin.com\/in\/andre-rosa77\/\">Andr\u00e9 Rosa<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/henriquemmbueno\/\">Henrique Bueno<\/a> e <a href=\"https:\/\/www.linkedin.com\/in\/fernando-barbieri\/\">Fernando Barbieri<\/a>, abordando tecnologias amplamente utilizadas em projetos corporativos de dados.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">O que \u00e9 arquitetura de dados moderna<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Arquitetura de dados moderna \u00e9 o conjunto de pr\u00e1ticas, tecnologias e modelos utilizados para organizar, integrar, armazenar e disponibilizar dados de forma escal\u00e1vel e governada.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Empresas que trabalham com analytics avan\u00e7ado precisam lidar com:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>m\u00faltiplas fontes de dados<\/li>\n\n\n\n<li>processamento em larga escala<\/li>\n\n\n\n<li>governan\u00e7a<\/li>\n\n\n\n<li>integra\u00e7\u00e3o cloud<\/li>\n\n\n\n<li>ambientes preparados para IA<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Por isso, conceitos como Lakehouse, pipelines de dados e plataformas anal\u00edticas modernas passaram a fazer parte da rotina de times de engenharia e analytics.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Tecnologias abordadas nas aulas pr\u00e1ticas<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Durante o projeto, os estudantes tiveram contato com ferramentas utilizadas em cen\u00e1rios corporativos modernos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Power BI para analytics e visualiza\u00e7\u00e3o de dados<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O Power BI foi utilizado para demonstrar pr\u00e1ticas de modelagem e visualiza\u00e7\u00e3o orientadas \u00e0 tomada de decis\u00e3o baseada em dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Al\u00e9m da constru\u00e7\u00e3o de dashboards, os alunos puderam entender conceitos relacionados a consumo anal\u00edtico e organiza\u00e7\u00e3o de m\u00e9tricas corporativas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Azure Data Factory e processos ETL<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Outro tema abordado foi a utiliza\u00e7\u00e3o do Azure Data Factory em cen\u00e1rios de integra\u00e7\u00e3o e orquestra\u00e7\u00e3o de dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os alunos conheceram conceitos relacionados a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ETL<\/li>\n\n\n\n<li>pipelines de dados<\/li>\n\n\n\n<li>ingest\u00e3o<\/li>\n\n\n\n<li>transforma\u00e7\u00e3o<\/li>\n\n\n\n<li>automa\u00e7\u00e3o de processos anal\u00edticos<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Esses processos s\u00e3o fundamentais em arquiteturas modernas de dados.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Databricks e engenharia de dados<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As aulas tamb\u00e9m apresentaram fundamentos de engenharia de dados utilizando Databricks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A plataforma \u00e9 amplamente utilizada em cen\u00e1rios que exigem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>processamento distribu\u00eddo<\/li>\n\n\n\n<li>analytics em larga escala<\/li>\n\n\n\n<li>integra\u00e7\u00e3o com Data Lake<\/li>\n\n\n\n<li>prepara\u00e7\u00e3o de dados para IA<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A escolha da arquitetura depende do contexto e maturidade tecnol\u00f3gica de cada organiza\u00e7\u00e3o.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Arquitetura Lakehouse e estrutura Medallion<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Um dos principais t\u00f3picos apresentados aos alunos foi a arquitetura Lakehouse em Microsoft Azure utilizando a estrutura Medallion.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esse modelo organiza os dados em diferentes camadas:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bronze<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Camada respons\u00e1vel pelo armazenamento dos dados brutos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Silver<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Camada de padroniza\u00e7\u00e3o, limpeza e tratamento dos dados.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Gold<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Camada voltada para consumo anal\u00edtico, dashboards e indicadores de neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A arquitetura Lakehouse tem ganhado relev\u00e2ncia por combinar caracter\u00edsticas de Data Lake e Data Warehouse em um modelo mais flex\u00edvel e escal\u00e1vel.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">A import\u00e2ncia da pr\u00e1tica em cursos de Data Science<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">A aproxima\u00e7\u00e3o entre mercado e academia ajuda os estudantes a compreender desafios encontrados em projetos reais de analytics e engenharia de dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Al\u00e9m da parte t\u00e9cnica, iniciativas como essa ampliam a vis\u00e3o sobre temas como:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>governan\u00e7a de dados<\/li>\n\n\n\n<li>cloud analytics<\/li>\n\n\n\n<li>observabilidade<\/li>\n\n\n\n<li>escalabilidade<\/li>\n\n\n\n<li>integra\u00e7\u00e3o multi-cloud<\/li>\n\n\n\n<li>prepara\u00e7\u00e3o para IA<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">No dia 20\/06, os alunos realizar\u00e3o a apresenta\u00e7\u00e3o final dos projetos desenvolvidos durante o programa.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Conclus\u00e3o<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">A evolu\u00e7\u00e3o das plataformas anal\u00edticas exige profissionais preparados para trabalhar com arquitetura de dados moderna, governan\u00e7a e analytics escal\u00e1vel.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A parceria entre DataEX e FATEC Jundia\u00ed refor\u00e7a a import\u00e2ncia da forma\u00e7\u00e3o pr\u00e1tica conectada \u00e0s tecnologias utilizadas atualmente no mercado.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O desenvolvimento de compet\u00eancias em Power BI, Databricks, ETL, Azure Data Factory e arquitetura Lakehouse contribui para preparar profissionais para ambientes cada vez mais orientados por dados e intelig\u00eancia aplicada.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Fontes \u00fateis<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/azure.microsoft.com\/pt-br\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Azure<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.databricks.com\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Databricks<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/powerbi.microsoft.com\/pt-br\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Power BI<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Tempo de leitura:<\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>A demanda por profissionais preparados para trabalhar com arquitetura de dados moderna cresce \u00e0 medida que empresas aceleram iniciativas de analytics, governan\u00e7a e intelig\u00eancia artificial. No entanto, compreender conceitos te\u00f3ricos j\u00e1 n\u00e3o \u00e9 suficiente. O mercado busca profissionais capazes de atuar com tecnologias e arquiteturas utilizadas em ambientes corporativos reais. Foi nesse contexto que a [&hellip;]<\/p>\n","protected":false},"author":25,"featured_media":22502,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[742],"tags":[11,7,63,65,67,89,87,741],"class_list":["post-22501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-treinamento","tag-azure","tag-bi","tag-data-engineer","tag-data-science","tag-power-bi","tag-power-bi-microsoft","tag-power-bi-premium","tag-treinamento"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Arquitetura de dados moderna: como alunos da FATEC aprenderam na pr\u00e1tica com Power BI, Databricks e Lakehouse - 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