{"id":22326,"date":"2022-03-07T17:51:26","date_gmt":"2022-03-07T20:51:26","guid":{"rendered":"https:\/\/www.infnet.edu.br\/esti\/?post_type=faculdade&#038;p=22326"},"modified":"2023-04-19T17:11:47","modified_gmt":"2023-04-19T20:11:47","slug":"engenharia-de-dados","status":"publish","type":"faculdade","link":"https:\/\/faculdade.infnet.site\/faculdade\/ciencia-de-dados-e-inteligencia-artificial\/engenharia-de-dados\/","title":{"rendered":"Ci\u00eancia de Dados e I.A. &#8211; Engenharia de Dados: Big Data"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22326\" class=\"elementor elementor-22326\" data-elementor-post-type=\"faculdade\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64e3388 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"64e3388\" 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-ea94da4\" data-id=\"ea94da4\" 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-bfebfc6 elementor-widget elementor-widget-heading\" data-id=\"bfebfc6\" 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-f8cbc75 elementor-widget elementor-widget-heading\" data-id=\"f8cbc75\" 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>Engenharia de Dados: Big Data<\/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-9085d7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9085d7a\" 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-e79ea71\" data-id=\"e79ea71\" 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-95017d8 elementor-widget elementor-widget-text-editor\" data-id=\"95017d8\" 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-eds-big-data\" class=\"tablepress tablepress-id-eds-big-data\">\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\"><\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\"><strong>Administra\u00e7\u00e3o de BDs noSQL com MongoDB<\/strong><\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\">1- Explicar semelhan\u00e7as e diferen\u00e7as entre bases SQL, noSQL e newSQL<\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\">2- Instalar e configurar bases de dados noSQL utilizando MongoDB<\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\">3- Manipular dados e bases de dados noSQL utilizando MongoDB<\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\">4- Aplicar os principais conceitos e desafios da modelagem de dados n\u00e3o relacionais<\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\">5- Utilizar conceitos de Replica\u00e7\u00e3o, Particionamento, Performance e melhores pr\u00e1ticas de administra\u00e7\u00e3o de bancos MongoDB<\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\"><strong>Fundamentos em Engenharia de Dados para Big Data<\/strong><\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\">1- Explicar e utilizar conceitos e recursos de computa\u00e7\u00e3o em nuvem<\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\">2- Explicar os principais servi\u00e7os disponibilizados pela computa\u00e7\u00e3o em nuvem<\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\">3- Conciliar recursos de Cloud DB com a infraestrutura interna de uma organiza\u00e7\u00e3o<\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\">4- Escrever programas em Python acessando dados em ambientes de nuvem<\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\"><strong>Implanta\u00e7\u00e3o de Solu\u00e7\u00f5es Big Data com Hadoop<\/td>\n<\/tr>\n<tr class=\"row-17 odd\">\n\t<td class=\"column-1\">1- Explicar as solu\u00e7\u00f5es existentes para manipula\u00e7\u00e3o de grandes volumes de dados<\/td>\n<\/tr>\n<tr class=\"row-18 even\">\n\t<td class=\"column-1\">2- Utilizar ferramentas para manipula\u00e7\u00e3o de grande quantidade de dados\t<\/td>\n<\/tr>\n<tr class=\"row-19 odd\">\n\t<td class=\"column-1\">3- Utilizar ambiente Hadoop em ambiente de nuvem<\/td>\n<\/tr>\n<tr class=\"row-20 even\">\n\t<td class=\"column-1\">4- Provisionar ambientes de dados em nuvem para utiliza\u00e7\u00e3o de Hadoop\/Spark<\/td>\n<\/tr>\n<tr class=\"row-21 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-22 even\">\n\t<td class=\"column-1\"><strong>Desenvolvimento de Solu\u00e7\u00f5es Big Data com Apache Spark\t<\/strong><\/td>\n<\/tr>\n<tr class=\"row-23 odd\">\n\t<td class=\"column-1\">1- Desenvolver aplica\u00e7\u00f5es utilizando as bibliotecas do ecossistema Spark<\/td>\n<\/tr>\n<tr class=\"row-24 even\">\n\t<td class=\"column-1\">2- Manipular bases de dados distribuidas com Spark\/Hadoop<\/td>\n<\/tr>\n<tr class=\"row-25 odd\">\n\t<td class=\"column-1\">3- Desenvolver aplica\u00e7\u00f5es utilizando Python e Spark<\/td>\n<\/tr>\n<tr class=\"row-26 even\">\n\t<td class=\"column-1\">4- Desenvolver aplica\u00e7\u00f5es Spark na nuvem<\/td>\n<\/tr>\n<tr class=\"row-27 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-28 even\">\n\t<td class=\"column-1\"><strong>Projeto de Bloco: Engenharia de Dados: Big Data<\/strong><\/td>\n<\/tr>\n<tr class=\"row-29 odd\">\n\t<td class=\"column-1\">1- Aplicar conceitos, t\u00e9cnicas, ferramentas e arquiteturas utilizadas no universo de Big Data<\/td>\n<\/tr>\n<tr class=\"row-30 even\">\n\t<td class=\"column-1\">2- Descrever aplica\u00e7\u00f5es de Big Data integrando conceitos e ferramentas estudados<\/td>\n<\/tr>\n<tr class=\"row-31 odd\">\n\t<td class=\"column-1\">3- Formular um projeto em ambiente de nuvem utilizando Python, Hadoop, Spark<\/td>\n<\/tr>\n<tr class=\"row-32 even\">\n\t<td class=\"column-1\">4- Executar tratamento e an\u00e1lises de dados com infraestrutura Hadoop\/Spark\t<\/td>\n<\/tr>\n<tr class=\"row-33 odd\">\n\t<td class=\"column-1\"><\/td>\n<\/tr>\n<tr class=\"row-34 even\">\n\t<td class=\"column-1\"><strong>Certifica\u00e7\u00f5es do Bloco:<\/strong><\/td>\n<\/tr>\n<tr class=\"row-35 odd\">\n\t<td class=\"column-1\">Este bloco n\u00e3o tem foco no apoio \u00e0 prepara\u00e7\u00e3o para certifica\u00e7\u00f5es profissionais.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-eds-big-data 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-480bcd9 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"480bcd9\" 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-2395536\" data-id=\"2395536\" 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-56944a1 elementor-widget elementor-widget-template\" data-id=\"56944a1\" 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-bd75919 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bd75919\" 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-988281e\" data-id=\"988281e\" 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-87e1ad4 elementor-widget elementor-widget-global elementor-global-15815 elementor-widget-html\" data-id=\"87e1ad4\" data-element_type=\"widget\" id=\"bot\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script SameSite=\"None; Secure\" src=\"https:\/\/cdn.landbot.io\/landbot-3\/landbot-3.0.0.js\"><\/script>\r\n<div id=\"myLandbot\" style=\"width: 100%; height: 850px\"><\/div>\r\n<script>\r\n  var myLandbot = new Landbot.Container({\r\n    container: '#myLandbot',\r\n    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