{"id":22482,"date":"2022-03-09T13:46:52","date_gmt":"2022-03-09T16:46:52","guid":{"rendered":"https:\/\/www.infnet.edu.br\/esti\/?post_type=faculdade&#038;p=22482"},"modified":"2023-04-19T16:46:47","modified_gmt":"2023-04-19T19:46:47","slug":"bi-data-warehouse","status":"publish","type":"faculdade","link":"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/bi-data-warehouse\/","title":{"rendered":"Ci\u00eancia de Dados e I.A. &#8211; Business Intelligence e Data Warehouse"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22482\" class=\"elementor elementor-22482\" data-elementor-post-type=\"faculdade\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66fb111 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"66fb111\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2b75de0\" data-id=\"2b75de0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-812ddb9 elementor-widget elementor-widget-heading\" data-id=\"812ddb9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Faculdade de <span style=\"font-weight:bold;color:#287D76\">Ci\u00eancia de Dados e Intelig\u00eancia Artificial<\/span><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaf09e8 elementor-widget elementor-widget-heading\" data-id=\"eaf09e8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\"><font color=\"#287d76\"><b>Business Intelligence e Data Warehouse<br><\/b><\/font><\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4eb2ac4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4eb2ac4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-73f759a\" data-id=\"73f759a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-90e67ee elementor-widget elementor-widget-text-editor\" data-id=\"90e67ee\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\n<table id=\"tablepress-BI-data-warehouse\" class=\"tablepress tablepress-id-BI-data-warehouse\">\n<tbody class=\"row-hover\">\n<tr class=\"row-1 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-2 even\">\n\t<td class=\"column-1\"><strong>Entreg\u00e1vel do Bloco:<\/strong><\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\">Projetar e implementar uma solu\u00e7\u00e3o de business intelligence (BI) baseada no Microsoft SQL Server e no PowerBI, abrangendo todo o ciclo de vida de um projeto de BI, desde o levantamento dos requisitos, a modelagem dimensional para a cria\u00e7\u00e3o de data warehouse (DW), o planejamento e implementa\u00e7\u00e3o de ETL para alimenta\u00e7\u00e3o do DW a partir de diferentes fontes de dados, cria\u00e7\u00e3o e manipula\u00e7\u00e3o de bases OLAP (processamento anal\u00edtico), al\u00e9m de montagem de relat\u00f3rios e dashboards para a visualiza\u00e7\u00e3o e an\u00e1lise de dados utilizando ferramentas espec\u00edficas. O projeto tamb\u00e9m deve contemplar o gerenciamento das dificuldades de implanta\u00e7\u00e3o de um projeto de BI em uma organiza\u00e7\u00e3o.<\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\"><strong>Fundamentos de BI, Modelagem Dimensional e BigQuery<\/strong><\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\">Projetar modelos dimensionais<\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\">Implementar modelos dimensionais<\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\">Reconhecer os fundamentos de BI na nuvem<\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\">Compreender o que \u00e9 a an\u00e1lise de dados<\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\">Compreender e construir cen\u00e1rios de dados com o Google BigQuery<\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\"><strong>Extra\u00e7\u00e3o e Manipula\u00e7\u00e3o de Dados com ETL e ELT usando SSIS<\/strong><\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\">Compreender processos de coleta e prepara\u00e7\u00e3o de dados (ETL e ELT)<\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\">Reconhecer os conceitos fundamentais do Microsoft SQL Server Integration Services (SSIS)<\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\">Criar uma solu\u00e7\u00e3o de carga de dados (ETL e ELT) com o Microsoft SQL Server Integration Services (SSIS)<\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\">Criar uma solu\u00e7\u00e3o de Data Warehouse com o Microsoft SQL Server Integration Services (Fatos e Dimens\u00f5es)<\/td>\n<\/tr>\n<tr class=\"row-17 odd\">\n\t<td class=\"column-1\">Utilizar linguagens de programa\u00e7\u00e3o (T-SQL) para extra\u00e7\u00e3o de dados<\/td>\n<\/tr>\n<tr class=\"row-18 even\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-19 odd\">\n\t<td class=\"column-1\"><strong>Visualiza\u00e7\u00e3o de Dados e Dashboards com Power BI<\/strong><\/td>\n<\/tr>\n<tr class=\"row-20 even\">\n\t<td class=\"column-1\">Projetar visualiza\u00e7\u00f5es de dados para diferentes cen\u00e1rios<\/td>\n<\/tr>\n<tr class=\"row-21 odd\">\n\t<td class=\"column-1\">Construir an\u00e1lises de dados<\/td>\n<\/tr>\n<tr class=\"row-22 even\">\n\t<td class=\"column-1\">Projetar Storytelling com dados<\/td>\n<\/tr>\n<tr class=\"row-23 odd\">\n\t<td class=\"column-1\">Desenvolver relat\u00f3rios e dashboards com o SQL Server Reporting Services (SSRS)<\/td>\n<\/tr>\n<tr class=\"row-24 even\">\n\t<td class=\"column-1\">Desenvolver dashboards com o Microsoft PowerBI<\/td>\n<\/tr>\n<tr class=\"row-25 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-26 even\">\n\t<td class=\"column-1\"><strong>Servi\u00e7os de An\u00e1lise com o Microsoft SQL Server Analysis Services (SSAS)<\/strong><\/td>\n<\/tr>\n<tr class=\"row-27 odd\">\n\t<td class=\"column-1\">Reconhecer os conceitos fundamentais do Microsoft SQL Server Analysis Sevices (SSAS)<\/td>\n<\/tr>\n<tr class=\"row-28 even\">\n\t<td class=\"column-1\">Utilizar o Microsoft Analysis Services Multidimensional<\/td>\n<\/tr>\n<tr class=\"row-29 odd\">\n\t<td class=\"column-1\">Utilizar e criar express\u00f5es multidimensionais na linguagem MDX em cubos de dados<\/td>\n<\/tr>\n<tr class=\"row-30 even\">\n\t<td class=\"column-1\">Utilizar o Microsoft Analysis Sevices Tabular<\/td>\n<\/tr>\n<tr class=\"row-31 odd\">\n\t<td class=\"column-1\">Utilizar e criar express\u00f5es de an\u00e1lise de dados na linguagem DAX em um modelo tabular<\/td>\n<\/tr>\n<tr class=\"row-32 even\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-33 odd\">\n\t<td class=\"column-1\"><strong>Projeto de Bloco: Business Intelligence e Data Warehousing<\/strong><\/td>\n<\/tr>\n<tr class=\"row-34 even\">\n\t<td class=\"column-1\">Explicar o valor e os desafios da implementa\u00e7\u00e3o do BI nas organiza\u00e7\u00f5es<\/td>\n<\/tr>\n<tr class=\"row-35 odd\">\n\t<td class=\"column-1\">Explicar os tipos de Projetos para Business Intelligence<\/td>\n<\/tr>\n<tr class=\"row-36 even\">\n\t<td class=\"column-1\">Projetar um DM\/DW a partir de modelos dimensionais e ETL\/ELT para o Projeto de Bloco<\/td>\n<\/tr>\n<tr class=\"row-37 odd\">\n\t<td class=\"column-1\">Projetar Banco de Analise e produzir entreg\u00e1veis para o Projeto de Bloco<\/td>\n<\/tr>\n<tr class=\"row-38 even\">\n\t<td class=\"column-1\">Projetar Dashboards e produzir entreg\u00e1veis para o Projeto de Bloco<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-BI-data-warehouse from cache -->\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7b0a573 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7b0a573\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a0ee4ae\" data-id=\"a0ee4ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71067d5 elementor-widget elementor-widget-template\" data-id=\"71067d5\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"22352\" class=\"elementor elementor-22352\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3f5475b2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f5475b2\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-31a4b048\" data-id=\"31a4b048\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-698cd645 elementor-widget elementor-widget-heading\" data-id=\"698cd645\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span style=\"font-weight:bold;color:#FFF\">blocos<\/span> do curso<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-416cdeed elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"416cdeed\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-57f3efb3\" data-id=\"57f3efb3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5162434e elementor-widget elementor-widget-heading\" data-id=\"5162434e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/processamento-de-dados\/\">Fundamentos do Processamento de Dados<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a6c0a82 elementor-widget elementor-widget-heading\" data-id=\"5a6c0a82\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/desenvolvimento-de-software\/\">Fundamentos do Desenvolvimento de Software<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71992e72 elementor-widget elementor-widget-heading\" data-id=\"71992e72\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/bi-data-warehouse\/\">Business Intelligence e Data Warehouse<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71d0b elementor-widget elementor-widget-heading\" data-id=\"f71d0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/engenharia-de-dados\/\">Engenharia de Dados: Big Data<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-66d6dfbe\" data-id=\"66d6dfbe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3828744e elementor-widget elementor-widget-heading\" data-id=\"3828744e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/analise-qualidade-governanca-dados\/\">An\u00e1lise, Qualidade e Governan\u00e7a de Dados<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45c86191 elementor-widget elementor-widget-heading\" data-id=\"45c86191\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/maquina-nao-supervisionada\/\">Aprendizagem de M\u00e1quina <br>N\u00e3o Supervisionada<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-617c0bd1 elementor-widget elementor-widget-heading\" data-id=\"617c0bd1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/aprendizagem-de-maquina-supervisionada\/\">Aprendizagem de M\u00e1quina Supervisionada<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75191d66 elementor-widget elementor-widget-heading\" data-id=\"75191d66\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/mineracao-de-texto-e-processamento-de-linguagem-neural\/\">Minera\u00e7\u00e3o de Texto e Processamento de Linguagem Neural<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-373374c elementor-widget elementor-widget-spacer\" data-id=\"373374c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72b884b0 elementor-widget elementor-widget-heading\" data-id=\"72b884b0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.infnet.edu.br\/esti\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/\">Voltar \u00e0 p\u00e1gina principal da gradua\u00e7\u00e3o<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-112a978 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"112a978\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element 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