{"id":993,"date":"2025-12-05T08:03:16","date_gmt":"2025-12-05T11:03:16","guid":{"rendered":"https:\/\/novo-ufmavirtual.ufma.br\/?page_id=993"},"modified":"2025-12-05T08:05:12","modified_gmt":"2025-12-05T11:05:12","slug":"analise-de-dados-t01","status":"publish","type":"page","link":"https:\/\/ufmavirtual.ufma.br\/?page_id=993","title":{"rendered":"An\u00e1lise de Dados &#8211; T01"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"993\" class=\"elementor elementor-993\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce0d170 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"ce0d170\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-684855a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"684855a\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ad8a48d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ad8a48d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba49795 elementor-widget elementor-widget-heading\" data-id=\"ba49795\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An\u00e1lise de Dados - Turma 01<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8ca9517 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"8ca9517\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c1d984 elementor-widget elementor-widget-image\" data-id=\"1c1d984\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/card-para-AVA-analise-de-dados.jpg\" class=\"attachment-large size-large wp-image-881\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/card-para-AVA-analise-de-dados.jpg 947w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/card-para-AVA-analise-de-dados-300x200.jpg 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/card-para-AVA-analise-de-dados-768x512.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6fa75c7 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"6fa75c7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f728df0 elementor-widget elementor-widget-text-editor\" data-id=\"f728df0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Este curso busca desenvolver compet\u00eancias e habilidades como a interpreta\u00e7\u00e3o e a visualiza\u00e7\u00e3o de dados, resolu\u00e7\u00e3o de problemas, vis\u00e3o sist\u00eamica e programa\u00e7\u00e3o e implementa\u00e7\u00e3o de c\u00f3digos em Python.<\/p><p><strong>Importante:<\/strong> Somente os alunos selecionados por meio do Edital n\u00ba 001\/2024\/FUMA\/OEAUX\/DTED\/ UFMA\/UFMAVIRTUAL\/DTED est\u00e3o aptos a realizar o curso de Aperfei\u00e7oamento em An\u00e1lise de Dados.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9496ce0 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"9496ce0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0a74188 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0a74188\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75b471a e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"75b471a\" data-element_type=\"widget\" data-settings=\"{&quot;tabs_justify_horizontal&quot;:&quot;start&quot;,&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"123422490\" aria-label=\"Abas. 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id=\"e-n-tab-content-1234224901\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224901\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-b1e7e61 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"b1e7e61\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68a70d8 elementor-widget elementor-widget-text-editor\" data-id=\"68a70d8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>210 horas<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1234224902\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224902\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-a9555cd e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"a9555cd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a7845d elementor-widget elementor-widget-text-editor\" data-id=\"6a7845d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Profissionais de n\u00edvel superior, de qualquer \u00e1rea do conhecimento, com interesse em se aperfei\u00e7oarem no Apoio e desenvolvimento de TDICs (Tecnologias Digitais da Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o) para o ensino presencial e a dist\u00e2ncia promovidos pela Institui\u00e7\u00e3o; no Desenvolvimento de software na esfera da educa\u00e7\u00e3o, administra\u00e7\u00e3o, gest\u00e3o e comunica\u00e7\u00e3o com foco na inova\u00e7\u00e3o, usabilidade, customiza\u00e7\u00e3o para o usu\u00e1rio e agrega\u00e7\u00e3o de valor ao neg\u00f3cio; e na Pesquisa de novas tecnologias e processos de trabalho e suas aplica\u00e7\u00f5es em prol da educa\u00e7\u00e3o, classificados no Edital n\u00ba 001\/2024\/FUMA\/OEAUX\/DTED\/UFMA\/UFMAVIRTUAL\/DTED.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1234224903\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224903\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-8139d93 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"8139d93\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e64df0 elementor-widget elementor-widget-text-editor\" data-id=\"5e64df0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ol><li>Python para An\u00e1lise de Dados: pr\u00e1ticas com Pandas, NumPy e Jupyter (30 h)<\/li><li>Descobrindo Padr\u00f5es com Estat\u00edstica e Python (30 h)<\/li><li>Storytelling para visualiza\u00e7\u00e3o dados com Python (30 h)<\/li><li>Bancos de Dados SQL e NoSQL (60 h)<\/li><li>Web Scraping com Python: coletando dados na Web (30 h)<\/li><li>\u00a0Power BI: gr\u00e1ficos, banco de dados e configura\u00e7\u00f5es de relat\u00f3rios (30 h)<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1234224904\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224904\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-5a2b1b3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"5a2b1b3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bb3efd elementor-widget elementor-widget-text-editor\" data-id=\"2bb3efd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li>Fornecer uma base de conhecimento e habilidades essenciais de programa\u00e7\u00e3o em Python e estat\u00edstica aplicada;<\/li>\n \t<li>Desenvolver habilidades para a manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados;<\/li>\n \t<li>Compreender as diferentes estruturas de banco de dados;<\/li>\n \t<li>Desenvolver habilidades de extra\u00e7\u00e3o de dados na internet, convertendo-os em informa\u00e7\u00f5es estruturadas para an\u00e1lise futura.<\/li>\n<\/ul>\n<ul>\n \t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1234224905\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224905\" data-tab-index=\"5\" style=\"--n-tabs-title-order: 5;\" class=\" elementor-element elementor-element-ab46ea5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ab46ea5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef12801 elementor-widget elementor-widget-image\" data-id=\"ef12801\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/4766794669249883\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"911\" height=\"305\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-1-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-902\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-1-1.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-1-1-300x100.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-1-1-768x257.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48d2a8e elementor-widget elementor-widget-image\" data-id=\"48d2a8e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/2073311645132958\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"911\" height=\"261\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-01_-Profo-Sergio-Souza-Costa-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-901\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-01_-Profo-Sergio-Souza-Costa-1.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-01_-Profo-Sergio-Souza-Costa-1-300x86.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-01_-Profo-Sergio-Souza-Costa-1-768x220.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e02c59 elementor-widget elementor-widget-image\" data-id=\"2e02c59\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/0035213619257246\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"340\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-02_-Paulo-Rogerio-de-Almeida-Ribeiro-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-900\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-02_-Paulo-Rogerio-de-Almeida-Ribeiro-1.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-02_-Paulo-Rogerio-de-Almeida-Ribeiro-1-300x112.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-02_-Paulo-Rogerio-de-Almeida-Ribeiro-1-768x287.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d69367b elementor-widget elementor-widget-image\" data-id=\"d69367b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/6253527692814293\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"261\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulos-03-e-04_-Alana-de-Araujo-Oliveira-Meireles-Teixeira-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-899\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulos-03-e-04_-Alana-de-Araujo-Oliveira-Meireles-Teixeira-1.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulos-03-e-04_-Alana-de-Araujo-Oliveira-Meireles-Teixeira-1-300x86.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulos-03-e-04_-Alana-de-Araujo-Oliveira-Meireles-Teixeira-1-768x220.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-868ed7b elementor-widget elementor-widget-image\" data-id=\"868ed7b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/4112635495117258\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"261\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-05_-Bruno-Feres-de-Souza-2.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-898\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-05_-Bruno-Feres-de-Souza-2.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-05_-Bruno-Feres-de-Souza-2-300x86.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-05_-Bruno-Feres-de-Souza-2-768x220.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f32e5b1 elementor-widget elementor-widget-image\" data-id=\"f32e5b1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/4222253532775153\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"261\" src=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-897\" alt=\"\" srcset=\"https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha.png 911w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-300x86.png 300w, https:\/\/ufmavirtual.ufma.br\/wp-content\/uploads\/2025\/12\/Modulo-06_-Darlan-Bruno-Pontes-Quintanilha-768x220.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div id=\"e-n-tab-content-1234224906\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1234224906\" data-tab-index=\"6\" style=\"--n-tabs-title-order: 6;\" class=\" elementor-element elementor-element-f79d770 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"f79d770\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8872df elementor-widget elementor-widget-text-editor\" data-id=\"a8872df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Gratuito<\/p>\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-16a3a5d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"16a3a5d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-da9bdf2 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"da9bdf2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-95c30c1 elementor-mobile-align-left elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"95c30c1\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Curso de aperfei\u00e7oamento composto por 06 m\u00f3dulos<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Certifica\u00e7\u00e3o: modular e pelo curso completo<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">100% online<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span>Carga hor\u00e1ria total: 210 horas<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span>Tempo m\u00e1ximo para conclus\u00e3o: 31\/12\/2025<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50ff4e6 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"50ff4e6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c04434 elementor-widget elementor-widget-text-editor\" data-id=\"5c04434\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>P\u00fablico-alvo:<\/b><br \/>Multiprofissional<\/p><p><strong>Per\u00edodo de inscri\u00e7\u00e3o:<\/strong><br \/>06\/08\/2024 a 31\/12\/2025<\/p><p><b>Investimento:<\/b><br \/>Gratuito<\/p>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>An\u00e1lise de Dados &#8211; Turma 01 Este curso busca desenvolver compet\u00eancias e habilidades como a interpreta\u00e7\u00e3o e a visualiza\u00e7\u00e3o de dados, resolu\u00e7\u00e3o de problemas, vis\u00e3o sist\u00eamica e programa\u00e7\u00e3o e implementa\u00e7\u00e3o de c\u00f3digos em Python. Importante: Somente os alunos selecionados por meio do Edital n\u00ba 001\/2024\/FUMA\/OEAUX\/DTED\/ UFMA\/UFMAVIRTUAL\/DTED est\u00e3o aptos a realizar o curso de Aperfei\u00e7oamento em An\u00e1lise de Dados. Carga Hor\u00e1ria P\u00fablico Alvo Programa Objetivos Educacionais Corpo Docente Investimento 210 horas Profissionais de n\u00edvel superior, de qualquer \u00e1rea do conhecimento, com interesse em se aperfei\u00e7oarem no Apoio e desenvolvimento de TDICs (Tecnologias Digitais da Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o) para o ensino presencial e a dist\u00e2ncia promovidos pela Institui\u00e7\u00e3o; no Desenvolvimento de software na esfera da educa\u00e7\u00e3o, administra\u00e7\u00e3o, gest\u00e3o e comunica\u00e7\u00e3o com foco na inova\u00e7\u00e3o, usabilidade, customiza\u00e7\u00e3o para o usu\u00e1rio e agrega\u00e7\u00e3o de valor ao neg\u00f3cio; e na Pesquisa de novas tecnologias e processos de trabalho e suas aplica\u00e7\u00f5es em prol da educa\u00e7\u00e3o, classificados no Edital n\u00ba 001\/2024\/FUMA\/OEAUX\/DTED\/UFMA\/UFMAVIRTUAL\/DTED. Python para An\u00e1lise de Dados: pr\u00e1ticas com Pandas, NumPy e Jupyter (30 h) Descobrindo Padr\u00f5es com Estat\u00edstica e Python (30 h) Storytelling para visualiza\u00e7\u00e3o dados com Python (30 h) Bancos de Dados SQL e NoSQL (60 h) Web Scraping com Python: coletando dados na Web (30 h) \u00a0Power BI: gr\u00e1ficos, banco de dados e configura\u00e7\u00f5es de relat\u00f3rios (30 h) Fornecer uma base de conhecimento e habilidades essenciais de programa\u00e7\u00e3o em Python e estat\u00edstica aplicada; Desenvolver habilidades para a manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados; Compreender as diferentes estruturas de banco de dados; Desenvolver habilidades de extra\u00e7\u00e3o de dados na internet, convertendo-os em informa\u00e7\u00f5es estruturadas para an\u00e1lise futura. Gratuito 210 horas Profissionais de n\u00edvel superior, de qualquer \u00e1rea do conhecimento, com interesse em se aperfei\u00e7oarem no Apoio e desenvolvimento de TDICs (Tecnologias Digitais da Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o) para o ensino presencial e a dist\u00e2ncia promovidos pela Institui\u00e7\u00e3o; no Desenvolvimento de software na esfera da educa\u00e7\u00e3o, administra\u00e7\u00e3o, gest\u00e3o e comunica\u00e7\u00e3o com foco na inova\u00e7\u00e3o, usabilidade, customiza\u00e7\u00e3o para o usu\u00e1rio e agrega\u00e7\u00e3o de valor ao neg\u00f3cio; e na Pesquisa de novas tecnologias e processos de trabalho e suas aplica\u00e7\u00f5es em prol da educa\u00e7\u00e3o, classificados no Edital n\u00ba 001\/2024\/FUMA\/OEAUX\/DTED\/UFMA\/UFMAVIRTUAL\/DTED. Python para An\u00e1lise de Dados: pr\u00e1ticas com Pandas, NumPy e Jupyter (30 h) Descobrindo Padr\u00f5es com Estat\u00edstica e Python (30 h) Storytelling para visualiza\u00e7\u00e3o dados com Python (30 h) Bancos de Dados SQL e NoSQL (60 h) Web Scraping com Python: coletando dados na Web (30 h) \u00a0Power BI: gr\u00e1ficos, banco de dados e configura\u00e7\u00f5es de relat\u00f3rios (30 h) Fornecer uma base de conhecimento e habilidades essenciais de programa\u00e7\u00e3o em Python e estat\u00edstica aplicada; Desenvolver habilidades para a manipula\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados; Compreender as diferentes estruturas de banco de dados; Desenvolver habilidades de extra\u00e7\u00e3o de dados na internet, convertendo-os em informa\u00e7\u00f5es estruturadas para an\u00e1lise futura. Gratuito Curso de aperfei\u00e7oamento composto por 06 m\u00f3dulos Certifica\u00e7\u00e3o: modular e pelo curso completo 100% online Carga hor\u00e1ria total: 210 horas Tempo m\u00e1ximo para conclus\u00e3o: 31\/12\/2025 P\u00fablico-alvo:Multiprofissional Per\u00edodo de inscri\u00e7\u00e3o:06\/08\/2024 a 31\/12\/2025 Investimento:Gratuito<\/p>\n","protected":false},"author":1,"featured_media":914,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-993","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/pages\/993","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=993"}],"version-history":[{"count":4,"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/pages\/993\/revisions"}],"predecessor-version":[{"id":1024,"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/pages\/993\/revisions\/1024"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=\/wp\/v2\/media\/914"}],"wp:attachment":[{"href":"https:\/\/ufmavirtual.ufma.br\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}