{"id":22390,"date":"2022-03-07T18:42:41","date_gmt":"2022-03-07T21:42:41","guid":{"rendered":"https:\/\/www.infnet.edu.br\/esti\/?post_type=faculdade&#038;p=22390"},"modified":"2023-04-19T17:30:55","modified_gmt":"2023-04-19T20:30:55","slug":"analise-qualidade-governanca-dados","status":"publish","type":"faculdade","link":"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/analise-qualidade-governanca-dados\/","title":{"rendered":"Ci\u00eancia de Dados e I.A. &#8211; An\u00e1lise, Qualidade e Governan\u00e7a de Dados"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22390\" class=\"elementor elementor-22390\" data-elementor-post-type=\"faculdade\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8cb1e39 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"8cb1e39\" 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-eed6241\" data-id=\"eed6241\" 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-031b04c elementor-widget elementor-widget-heading\" data-id=\"031b04c\" 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-470a9f5 elementor-widget elementor-widget-heading\" data-id=\"470a9f5\" 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\"><span style=\"font-weight:bold;color:#287D76\"> <p>an\u00e1lise, qualidade e governan\u00e7a de dados<span style=\"color: rgb(110, 110, 110); font-family: var( --e-global-typography-primary-font-family ), Sans-serif; font-weight: 400;\"><\/span><\/p><\/span><\/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-2ed5f2d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ed5f2d\" 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-6d8d3c0\" data-id=\"6d8d3c0\" 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-832472e elementor-widget elementor-widget-text-editor\" data-id=\"832472e\" 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-analise-qualidade-gov-dados\" class=\"tablepress tablepress-id-analise-qualidade-gov-dados\">\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\"><\/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>Estat\u00edstica para Data Science<\/strong><\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\">Calcular medidas estat\u00edsticas b\u00e1sicas<\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\">Descrever as distribui\u00e7\u00f5es estat\u00edsticas dos gr\u00e1ficos usando medidas e gr\u00e1ficos<\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\">Calcular a correla\u00e7\u00e3o linear entre dados<\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\">Realizar a regress\u00e3o linear dos dados utilizando o m\u00e9todo de m\u00ednimos quadrados com o m\u00f3dulo Scikit-learn<\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\"><strong>Gerenciamento de Qualidade de Dados<\/strong><\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\">Compreender o que \u00e9 Qualidade de Dados e Informa\u00e7\u00e3o<\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\">Realizar a higieniza\u00e7\u00e3o de uma base de dados<\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\">Descrever os requisitos e caracter\u00edsticas do padr\u00e3o ISO-8000<\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\">Definir as dimens\u00f5es de qualidade relevantes para base de dados reais<\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\">Implementar m\u00e9tricas que qualificam base dados em tarefas recorrentes<\/td>\n<\/tr>\n<tr class=\"row-17 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-18 even\">\n\t<td class=\"column-1\"><strong>An\u00e1lise Explorat\u00f3ria de Dados<\/strong><\/td>\n<\/tr>\n<tr class=\"row-19 odd\">\n\t<td class=\"column-1\">Instalar Scikit-Learn, Numpy e Pandas usando um ambiente de Virtualenv<\/td>\n<\/tr>\n<tr class=\"row-20 even\">\n\t<td class=\"column-1\"><div class=\"softmerge-inner\" style=\"width:886px;left:-1px\">Realizar tarefas avan\u00e7adas de explora\u00e7\u00e3o e an\u00e1lise de dados usando bibliotecas cient\u00edficas da linguagem Python (Pandas, Numpy, Scipy e Matplotlib)<\/div><\/td>\n<\/tr>\n<tr class=\"row-21 odd\">\n\t<td class=\"column-1\">Utlizar os m\u00f3dulos Matplotlib e Seaborn para visualiza\u00e7\u00e3o de dados<\/td>\n<\/tr>\n<tr class=\"row-22 even\">\n\t<td class=\"column-1\">Utilizar a aplica\u00e7\u00e3o Jupyter Notebook como ambiente de desenvolvimento interativo<\/td>\n<\/tr>\n<tr class=\"row-23 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-24 even\">\n\t<td class=\"column-1\"><strong>Governan\u00e7a de Dados<\/strong><\/td>\n<\/tr>\n<tr class=\"row-25 odd\">\n\t<td class=\"column-1\">Entender o que \u00e9 governan\u00e7a de dados<\/td>\n<\/tr>\n<tr class=\"row-26 even\">\n\t<td class=\"column-1\">Conhecer o Framework de ger\u00eancia de dados DAMA-DMBOK<\/td>\n<\/tr>\n<tr class=\"row-27 odd\">\n\t<td class=\"column-1\">Aplicar preceitos de governan\u00e7a ao longo do ciclo de vida dos dados<\/td>\n<\/tr>\n<tr class=\"row-28 even\">\n\t<td class=\"column-1\">Catalogar a linhagem de dados e usar uma ferramenta de catalogo de dados<\/td>\n<\/tr>\n<tr class=\"row-29 odd\">\n\t<td class=\"column-1\">Entender as implica\u00e7\u00f5es da LGPD<\/td>\n<\/tr>\n<tr class=\"row-30 even\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-31 odd\">\n\t<td class=\"column-1\"><strong>Projeto de Bloco: An\u00e1lise, Qualidade e Governan\u00e7a de Dados<\/strong><\/td>\n<\/tr>\n<tr class=\"row-32 even\">\n\t<td class=\"column-1\">Realizar uma an\u00e1lise explorat\u00f3ria de dados em uma base qualificada (segundo as diretrizes da ISO 8000)<\/td>\n<\/tr>\n<tr class=\"row-33 odd\">\n\t<td class=\"column-1\">Calcular a distribui\u00e7\u00e3o das vari\u00e1veis<\/td>\n<\/tr>\n<tr class=\"row-34 even\">\n\t<td class=\"column-1\">Identificar de outliers no conjunto de dados<\/td>\n<\/tr>\n<tr class=\"row-35 odd\">\n\t<td class=\"column-1\">Escrever um relat\u00f3rio de conclus\u00f5es relevantes ao contexto ao qual os dados pertencem.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-analise-qualidade-gov-dados 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-ff197ce elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ff197ce\" 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-407f249\" data-id=\"407f249\" 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-001c737 elementor-widget elementor-widget-template\" data-id=\"001c737\" 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-bb82431 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bb82431\" 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-6e69a85\" data-id=\"6e69a85\" 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-cd43bc3 elementor-widget elementor-widget-global elementor-global-15815 elementor-widget-html\" 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