{"id":386,"date":"2021-08-20T21:35:41","date_gmt":"2021-08-21T00:35:41","guid":{"rendered":"https:\/\/www.ufrgs.br\/neme\/?page_id=386"},"modified":"2021-09-21T11:20:34","modified_gmt":"2021-09-21T14:20:34","slug":"data-science-r","status":"publish","type":"page","link":"https:\/\/www.ufrgs.br\/neme\/data-science-r\/","title":{"rendered":"DATA SCIENCE R"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"386\" class=\"elementor elementor-386\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f6c8cb7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f6c8cb7\" 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-9578c10\" data-id=\"9578c10\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-867f75c elementor-widget elementor-widget-heading\" data-id=\"867f75c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.3 - 28-12-2021 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">M\u00f3dulo b\u00e1sico da instala\u00e7\u00e3o \u00e0 manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de banco de dados <\/h2>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5497bcd5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5497bcd5\" 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-6410600c\" data-id=\"6410600c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c32a67c elementor-widget elementor-widget-text-editor\" data-id=\"7c32a67c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.3 - 28-12-2021 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8bf685a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8bf685a\" 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-78da9fc\" data-id=\"78da9fc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a13e598 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"a13e598\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Edital-DATA-SCIENCE-R-MODULO-BASICO-DA-INSTALACAO-A-MANIPULACAO-EVISUALIZACAO-DE-BANCO-DE-DADOS.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-md\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Acesse aqui o Edital<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\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-3f69035 elementor-align-center elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"3f69035\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/www.ufrgs.br\/neme\/formulario-data-science-r\/\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-lg\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Fa\u00e7a sua pr\u00e9-inscri\u00e7\u00e3o<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\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-6e53433 elementor-widget elementor-widget-text-editor\" data-id=\"6e53433\" 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<h4><span style=\"color: #ff0000;\"><strong>Inscri\u00e7\u00f5es encerradas<\/strong><\/span><\/h4><p><span style=\"color: #000080;\"><strong>Pr\u00e9-inscri\u00e7\u00e3o:<\/strong> <\/span>01\/09\/2021 at\u00e9 19\/09\/2021<br \/><span style=\"color: #000080;\"><strong>Realiza\u00e7\u00e3o:<\/strong><\/span> 11\/10\/2021 at\u00e9 29\/10\/2021 <br \/><span style=\"color: #000080;\"><strong>Cronograma:<\/strong><\/span><br \/>11\/10 das 19h \u00e0s 21h \u2013 R\/RStudio e Conceitos B\u00e1sicos<br \/>13\/10 das 19h \u00e0s 21h \u2013 Importa\u00e7\u00e3o de dados e Data Frame<br \/>18\/10 das 19h \u00e0s 21h \u2013 Manipula\u00e7\u00e3o de dados<br \/>20\/10 das 19h \u00e0s 21h \u2013 Estat\u00edstica e Visualiza\u00e7\u00e3o de dados<br \/><span style=\"color: #000080;\"><strong>Entrega do projeto final:<\/strong><\/span> at\u00e9 29 de outubro<br \/><span style=\"color: #000080;\"><strong>Inscri\u00e7\u00e3o:<\/strong> <span style=\"color: #000000;\">R$ 350,00 + taxas banc\u00e1rias, essas no valor de R$ 15,00.<\/span><\/span><span style=\"color: #000000;\">\u00a0(<\/span>40 vagas)<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9c048be elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c048be\" 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-33 elementor-top-column elementor-element elementor-element-6b8e01d\" data-id=\"6b8e01d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dfb3646 elementor-widget elementor-widget-image\" data-id=\"dfb3646\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.3 - 28-12-2021 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img width=\"225\" height=\"300\" src=\"https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-225x300.png\" class=\"attachment-medium size-medium\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-225x300.png 225w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-768x1025.png 768w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-1151x1536.png 1151w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-1535x2048.png 1535w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-1232x1644.png 1232w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Marcio-810x1080.png 810w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/>\t\t\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-c1673a6\" data-id=\"c1673a6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b5bb2e elementor-widget elementor-widget-text-editor\" data-id=\"6b5bb2e\" 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<p><span style=\"color: #000080;\"><strong>Ministrante<\/strong><\/span><\/p><p><strong><span style=\"color: #ff0000;\">Marcio Valk<\/span><\/strong><br \/>Doutor em Estat\u00edstica pela Universidade Estadual de Campinas, UNICAMP, Brasil.<br \/>Departamento de Estat\u00edstica<br \/>Instituto de Matem\u00e1tica e Estat\u00edstica <br \/>Universidade Federal do Rio Grande do Sul<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-40abd8a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"40abd8a\" 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-33 elementor-top-column elementor-element elementor-element-fc1028c\" data-id=\"fc1028c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ba5a99 elementor-widget elementor-widget-image\" data-id=\"9ba5a99\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img width=\"225\" height=\"300\" src=\"https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-225x300.png\" class=\"attachment-medium size-medium\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-225x300.png 225w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-768x1024.png 768w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-1152x1536.png 1152w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-1536x2048.png 1536w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-1232x1642.png 1232w, https:\/\/www.ufrgs.br\/neme\/wp-content\/uploads\/2021\/08\/Cleiton-1-810x1080.png 810w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/>\t\t\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-cdda33e\" data-id=\"cdda33e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8d3bd62 elementor-widget elementor-widget-text-editor\" data-id=\"8d3bd62\" 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<p><span style=\"color: #000080;\"><strong>Ministrante<\/strong><\/span><\/p><p><strong><span style=\"color: #ff0000;\">Cleiton Guollo Taufemback<\/span><\/strong><br \/>Doutor em Economia pela Universidad Carlos III de Madrid, UC3M, Espanha.<br \/>Departamento de Estat\u00edstica<br \/>Instituto de Matem\u00e1tica e Estat\u00edstica <br \/>Universidade Federal do Rio Grande do Sul<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0d15d69 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0d15d69\" 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-a21e337\" data-id=\"a21e337\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a0b076 elementor-widget elementor-widget-text-editor\" data-id=\"1a0b076\" 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<p><span style=\"color: #000080;\"><strong>Objetivo<\/strong><\/span><br \/>Prover aos alunos uma vis\u00e3o inicial do software estat\u00edstico R aliado a no\u00e7\u00f5es de estat\u00edstica usando banco de dados reais.<br \/>Capacitar os alunos a analisar e visualizar banco de dados, nas suas mais diversas formas, utilizando o software estat\u00edstico R. Al\u00e9m de dar in\u00edcio a uma sequ\u00eancia de cursos voltados \u00e0 \u00e1rea da Ci\u00eancia de Dados utilizando o software R, a serem oferecidos via NEME.<\/p><p><strong><span style=\"color: #000080;\">P\u00fablico alvo<\/span><\/strong><br \/>Alunos de gradua\u00e7\u00e3o, mestrado e doutorado da UFRGS e de outras institui\u00e7\u00f5es. Assim como interessados fora do ambiente acad\u00eamico.<\/p><p><strong><span style=\"color: #000080;\">Relev\u00e2ncia<\/span><\/strong><br \/>Data Science, ou simplesmente Ci\u00eancia de Dados, \u00e9 cada vez mais necess\u00e1ria para o desenvolvimento acad\u00eamico e tecnol\u00f3gico da sociedade. Pois um Cientista de Dados \u00e9 um profissional multidisciplinar que domina \u00e1reas como Computa\u00e7\u00e3o, Estat\u00edstica e Matem\u00e1tica. Oferecendo cursos com fundamentos e ferramentas para an\u00e1lise de dados, estaremos fomentando a forma\u00e7\u00e3o de capital humano e contribuindo para o desenvolvimento da ind\u00fastria regional e nacional. Esse curso visa introduzir o aluno a Ci\u00eancia de Dados, cobrindo o b\u00e1sico do software R e a manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados.<\/p><p><span style=\"color: #000080;\"><strong>Desenvolvimento\/Programa\u00e7\u00e3o<\/strong><\/span><br \/>O curso de extens\u00e3o ter\u00e1 carga hor\u00e1ria de 12 horas, distribu\u00eddas em 4 encontros semanais de 2h cada na modalidade remota e 4h para o desenvolvimento do projeto final. Os dois primeiros encontros ser\u00e3o dedicados ao aprendizado do software estat\u00edstico R e suas fun\u00e7\u00f5es b\u00e1sicas. J\u00e1 os dois \u00faltimos focados na manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados. Os alunos ter\u00e3o duas semanas para elaborar e submeter o projeto final envolvendo o conte\u00fado adquirido durante o curso.<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fdea231 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdea231\" 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-6b3eb54\" data-id=\"6b3eb54\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>M\u00f3dulo b\u00e1sico da instala\u00e7\u00e3o \u00e0 manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de banco de dados Acesse aqui o Edital Fa\u00e7a sua pr\u00e9-inscri\u00e7\u00e3o Inscri\u00e7\u00f5es encerradas Pr\u00e9-inscri\u00e7\u00e3o: 01\/09\/2021 at\u00e9 19\/09\/2021Realiza\u00e7\u00e3o: 11\/10\/2021 at\u00e9 29\/10\/2021 Cronograma:11\/10 das 19h \u00e0s 21h \u2013 R\/RStudio e Conceitos B\u00e1sicos13\/10 das 19h \u00e0s 21h \u2013 Importa\u00e7\u00e3o de dados e Data Frame18\/10 das 19h \u00e0s 21h \u2013 Manipula\u00e7\u00e3o&nbsp;&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/pages\/386"}],"collection":[{"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/comments?post=386"}],"version-history":[{"count":93,"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/pages\/386\/revisions"}],"predecessor-version":[{"id":807,"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/pages\/386\/revisions\/807"}],"wp:attachment":[{"href":"https:\/\/www.ufrgs.br\/neme\/wp-json\/wp\/v2\/media?parent=386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}