{"id":8188,"date":"2024-07-12T08:15:44","date_gmt":"2024-07-12T08:15:44","guid":{"rendered":"http:\/\/102.67.191.105\/?post_type=lp_course&#038;p=8188"},"modified":"2024-07-12T08:52:50","modified_gmt":"2024-07-12T08:52:50","slug":"licenciatura-em-estatistica-e-ciencia-de-dados","status":"publish","type":"lp_course","link":"https:\/\/unipungue.ac.mz\/?lp_course=licenciatura-em-estatistica-e-ciencia-de-dados","title":{"rendered":"Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados"},"content":{"rendered":"<style type=\"text\/css\"> \n#cmsmasters_row_69f5d568901f48_08010458 .cmsmasters_row_outer_parent { \n\tpadding-top: -50px; \n} \n\n#cmsmasters_row_69f5d568901f48_08010458 .cmsmasters_row_outer_parent { \n\tpadding-bottom: 50px; \n} \n\n \n#cmsmasters_heading_69f5d568903693_70343903 { \n\ttext-align:left; \n\tmargin-top:0px; \n\tmargin-bottom:0px; \n} \n\n#cmsmasters_heading_69f5d568903693_70343903 .cmsmasters_heading { \n\ttext-align:left; \n} \n\n#cmsmasters_heading_69f5d568903693_70343903 .cmsmasters_heading, #cmsmasters_heading_69f5d568903693_70343903 .cmsmasters_heading a { \n\tfont-weight:normal; 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\n\tmargin-bottom:20px; \n} \n\n#cmsmasters_heading_69f5d5689181e8_60212531 .cmsmasters_heading { \n\ttext-align:left; \n} \n\n#cmsmasters_heading_69f5d5689181e8_60212531 .cmsmasters_heading, #cmsmasters_heading_69f5d5689181e8_60212531 .cmsmasters_heading a { \n\tfont-weight:normal; \n\tfont-style:normal; \n} \n\n#cmsmasters_heading_69f5d5689181e8_60212531 .cmsmasters_heading_divider { \n} \n\n<\/style><div id=\"cmsmasters_row_69f5d568901f48_08010458\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner cmsmasters_row_no_margin\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first pt-0\">\n\n<div id=\"cmsmasters_heading_69f5d568903693_70343903\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left\">\n\t<h1 class=\"cmsmasters_heading\">Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d568905d91_88146717\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first justify-text\">\n\n<div id=\"cmsmasters_heading_69f5d568907cd6_77861378\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Apresenta\u00e7\u00e3o do curso<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<p>A <strong>Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados<\/strong> \u00e9 um curso de gradua\u00e7\u00e3o na \u00e1rea de Ci\u00eancias Exactas e Tecnol\u00f3gicas, oferecida pela Universidade P\u00fangu\u00e8, com dura\u00e7\u00e3o de 4 anos. Ela oferece uma forma\u00e7\u00e3o acad\u00eamica que combina conhecimentos em estat\u00edstica, matem\u00e1tica e inform\u00e1tica para analisar e interpretar dados de forma eficiente e eficaz.<\/p>\n<p>O curso proporciona uma forma\u00e7\u00e3o s\u00f3lida, atualizada e abrangente para profissionais que desejam actuar na \u00e1rea de an\u00e1lise de dados, e seu mercado de trabalho \u00e9 bastante amplo e diversificado, oferecendo excelentes oportunidades em diferentes sectores devido \u00e0 sua transversalidade.<\/p>\n<p>O Curso de Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados tem miss\u00e3o de formar t\u00e9cnicos superiores com habilidades de investiga\u00e7\u00e3o nas \u00e1reas das ci\u00eancias exactas e tecnol\u00f3gicas, que sejam proactivos, criativos e que produzam conhecimento cient\u00edfico que promova um desenvolvimento socioecon\u00f3mico e tecnol\u00f3gico sustent\u00e1vel na sociedade.<\/p>\n<p>A vis\u00e3o do curso de Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados \u00e9 ser uma refer\u00eancia no ensino, pesquisa, extens\u00e3o e na capacita\u00e7\u00e3o profissional nas \u00e1reas das ci\u00eancias exactas e tecnol\u00f3gicas, primando sempre pela qualidade e excel\u00eancia, tendo em vista o desenvolvimento s\u00f3cioecon\u00f3mico e tecnol\u00f3gico de Mo\u00e7ambique e do mundo em geral.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Objectivos do curso:<\/strong><\/p>\n<ul>\n<li>Formar profissionais capazes de utilizar adequadamente m\u00e9todos estat\u00edsticos associados \u00e0s habilidades computacionais inerentes \u00e0 ci\u00eancia de dados para an\u00e1lise de dados de diversos campos de conhecimento.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d568908883_03660177\" class=\"cmsmasters_row cmsmasters_color_scheme_default justify-text cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d5689091a9_50914577\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">P\u00fablico alvo<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<p>Poder\u00e3o candidatar-se \u00e0 frequ\u00eancia do curso de <strong>Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados<\/strong>\u00a0os seguintes indiv\u00edduos:<\/p>\n<ol>\n<li>Graduados da 12\u00aa classe do SNE ou equivalente.<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d568909822_11232862\" class=\"cmsmasters_row cmsmasters_color_scheme_default justify-text cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d56890a125_41905675\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Requisitos de Ingresso<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<p>O ingresso ao curso de <strong>Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados <\/strong>rege-se de acordo com os crit\u00e9rios estabelecidos pelo Regulamento Acad\u00e9mico da UniP\u00fangu\u00e8 (RAUniP), ou seja, ter conclu\u00eddo a 12\u00aa classe do SNE ou equivalente e ter sido aprovado nos exames de admiss\u00e3o nas disciplinas de Matem\u00e1tica e Portugu\u00eas.<\/p>\n<p>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d56890a7a0_34875292\" class=\"cmsmasters_row cmsmasters_color_scheme_default justify-text cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d56890c7a2_21439535\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Sa\u00edda profissional<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<p><strong>Perfil do Graduado<\/strong><\/p>\n<p>O graduado em Estat\u00edstica e Ci\u00eancia de Dados dever\u00e1 desenvolver as seguintes compet\u00eancias:<\/p>\n<p><strong>1. No dom\u00ednio do conhecimento<\/strong><\/p>\n<ul>\n<li>Possui conhecimentos te\u00f3ricos, metodol\u00f3gicos e pr\u00e1ticos em \u00e1reas espec\u00edficas de estat\u00edstica, relevantes para a an\u00e1lise e interpreta\u00e7\u00e3o de dados;<\/li>\n<li>Domina as ferramentas estat\u00edsticas e computacionais para an\u00e1lise de Dados;<\/li>\n<li>Encontra solu\u00e7\u00f5es utilizando m\u00e9todos estat\u00edsticos e computacionais, para a constru\u00e7\u00e3o de conhecimento num leque variado de problemas;<\/li>\n<\/ul>\n<p><strong>2. No dom\u00ednio do saber-fazer (habilidades<\/strong><\/p>\n<ul>\n<li>Recolhe, organiza, resume e interpreta dados;<\/li>\n<li>Seleciona e aplica de modo eficiente metodologias estat\u00edsticas e computacionais apropriadas para an\u00e1lise de dados;<\/li>\n<li>Desenvolve modelos estat\u00edsticos e computacionais que possibilitam inferir e realizar previs\u00f5es de v\u00e1rios fen\u00f3menos;<\/li>\n<li>Concebe projetos de investiga\u00e7\u00e3o cient\u00edfica ou de resolu\u00e7\u00e3o de problemas em v\u00e1rios campos de conhecimento baseando-se em m\u00e9todos quantitativos.<\/li>\n<\/ul>\n<p><strong>3. Saber ser e estar (atitudes)<\/strong><\/p>\n<ul>\n<li>Garante a seguran\u00e7a de informa\u00e7\u00e3o, prote\u00e7\u00e3o e privacidade de dados num sistema proposto, dentro dos princ\u00edpios da \u00e9tica e deontologia profissional em Estat\u00edstica e Ci\u00eancias de Dados;<\/li>\n<li>Pensa de forma estrat\u00e9gica e anal\u00edtica para extrair dados e transform\u00e1-los em informa\u00e7\u00f5es relevantes.<\/li>\n<li>Trabalha em equipa multidisciplinar e comunica-se facilmente.<\/li>\n<li>Lidera projectos de investiga\u00e7\u00e3o em estat\u00edstica e ci\u00eancia de dados<\/li>\n<\/ul>\n<p><strong>Perfil de sa\u00edda profissional<\/strong><\/p>\n<p>As atividades em estat\u00edstica e ci\u00eancia de dados envolvem uma variedade de etapas que visam extrair insights valiosos e acion\u00e1veis a partir de dados. A seguir, apresentamos uma lista de principais tarefas ocupacionais dos profissionais de estat\u00edstica e ci\u00eancia de dados:<\/p>\n<ul>\n<li><strong>Coleta de Dados<\/strong>: Reunir conjuntos de dados relevantes para uma an\u00e1lise espec\u00edfica, seja por meio de pesquisas, bases de dados existentes ou outras fontes;<\/li>\n<li><strong>Limpeza e Prepara\u00e7\u00e3o de Dados<\/strong>: Identificar e corrigir inconsist\u00eancias, erros e lacunas nos dados, garantindo que estejam prontos para an\u00e1lise.<\/li>\n<li><strong>An\u00e1lise Explorat\u00f3ria de Dados<\/strong>: Utilizar t\u00e9cnicas estat\u00edsticas e visualiza\u00e7\u00f5es para entender os padr\u00f5es, tend\u00eancias e rela\u00e7\u00f5es nos dados;<\/li>\n<li><strong>Modelagem Estat\u00edstica<\/strong>: Desenvolver modelos estat\u00edsticos para entender e prever fen\u00f4menos com base nos dados dispon\u00edveis;<\/li>\n<li><strong>Aprendizado de M\u00e1quina<\/strong>: Aplicar algoritmos de aprendizado de m\u00e1quina para construir modelos preditivos e identificar padr\u00f5es complexos nos dados.<\/li>\n<li><strong>Avalia\u00e7\u00e3o de Modelos<\/strong>: Avaliar a precis\u00e3o e o desempenho dos modelos estat\u00edsticos e de aprendizado de m\u00e1quina, ajustando-os conforme necess\u00e1rio;<\/li>\n<li><strong>Comunica\u00e7\u00e3o de Resultados<\/strong>: Interpretar e comunicar os resultados da an\u00e1lise de forma clara e concisa para diferentes p\u00fablicos, incluindo tomadores de decis\u00e3o e partes interessadas n\u00e3o t\u00e9cnicas;<\/li>\n<li><strong>Desenvolvimento de Solu\u00e7\u00f5es<\/strong>: Colaborar com equipas multidisciplinares para desenvolver solu\u00e7\u00f5es baseadas em dados para resolver problemas complexos e agregar valor ao neg\u00f3cio ou \u00e0 organiza\u00e7\u00e3o.<\/li>\n<\/ul>\n<p><strong>Sectores de trabalho do graduado<\/strong><\/p>\n<p>A seguir, alistamos alguns setores fundamentais onde esses profissionais podem encontrar oportunidades de trabalho:<\/p>\n<ul>\n<li><strong>Tecnologia da Informa\u00e7\u00e3o<\/strong>: Empresas de tecnologia muitas vezes precisam de estat\u00edsticos e cientistas de dados para analisar grandes conjuntos de dados e extrair insights valiosos para melhorar produtos, otimizar processos e personalizar experi\u00eancias de usu\u00e1rio;<\/li>\n<li><strong>Finan\u00e7as e Servi\u00e7os Banc\u00e1rios<\/strong>: Bancos, institui\u00e7\u00f5es financeiras e empresas de investimento usam an\u00e1lises de dados para avaliar riscos, detectar fraudes, prever tend\u00eancias do mercado financeiro;<\/li>\n<li><strong>Retalho e Com\u00e9rcio Eletr\u00f4nico<\/strong>: Empresas de retalho e com\u00e9rcio eletr\u00f4nico usam an\u00e1lises de dados para entender o comportamento do cliente, otimizar cadeias de suprimentos, realizar previs\u00f5es de demanda e personalizar recomenda\u00e7\u00f5es de produtos;<\/li>\n<li><strong>Sa\u00fade e Ci\u00eancias da Vida<\/strong>: Organiza\u00e7\u00f5es de sa\u00fade, empresas farmac\u00eauticas e institui\u00e7\u00f5es de pesquisa utilizam an\u00e1lises de dados para conduzir estudos cl\u00ednicos, analisar dados gen\u00f4micos, prever epidemias, personalizar tratamentos e melhorar a efici\u00eancia operacional;<\/li>\n<li><strong>Telecomunica\u00e7\u00f5es<\/strong>: Empresas de telecomunica\u00e7\u00f5es usam an\u00e1lises de dados para otimizar redes, melhorar a qualidade do servi\u00e7o, prever padr\u00f5es de uso e personalizar ofertas para clientes;<\/li>\n<li><strong>Energia e Utilidades<\/strong>: Empresas de energia e servi\u00e7os p\u00fablicos usam an\u00e1lises de dados para otimizar a distribui\u00e7\u00e3o de energia, prever demanda, gerenciar ativos e melhorar a efici\u00eancia energ\u00e9tica;<\/li>\n<li><strong>Governo e Administra\u00e7\u00e3o P\u00fablica<\/strong>: Ag\u00eancias governamentais utilizam an\u00e1lises de dados para informar pol\u00edticas p\u00fablicas, melhorar a efici\u00eancia dos servi\u00e7os p\u00fablicos, prever tend\u00eancias sociais e econ\u00f4micas, e combater fraudes e crimes;<\/li>\n<li><strong>Educa\u00e7\u00e3o<\/strong>: Institui\u00e7\u00f5es educacionais usam an\u00e1lises de dados para melhorar o desempenho dos alunos, personalizar a experi\u00eancia de aprendizado, prever taxas de conclus\u00e3o e identificar \u00e1reas de melhoria no curr\u00edculo.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d56890e208_79198758\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d56890ea17_35705317\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Dura\u00e7\u00e3o do Curso<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<p>O Curso de <strong>Licenciatura em Estat\u00edstica e Ci\u00eancia de Dados <\/strong>tem uma dura\u00e7\u00e3o de 4 anos integrais<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d56890efb3_31149081\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d56890f726_13354379\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Local de realiza\u00e7\u00e3o<\/h1>\n<\/div><div class=\"cmsmasters_text\">\n<ul>\n<li>Sede (Chimoio)<\/li>\n<li>Extens\u00e3o de Tete<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d56890fcf0_35843783\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d568913674_14505031\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Grade Curricular<\/h1>\n<\/div><div class=\"cmsmasters_tabs tabs_mode_tour tabs_pos_left\">\n<ul class=\"cmsmasters_tabs_list\">\n<li id=\"cmsmasters_tabs_list_item_69f5d568914af8_40667955\" class=\"cmsmasters_tabs_list_item current_tab\">\n<a href=\"#\">\n<span>Primeiro Ano<\/span>\n<\/a>\n<\/li><li id=\"cmsmasters_tabs_list_item_69f5d568915732_70064060\" class=\"cmsmasters_tabs_list_item\">\n<a href=\"#\">\n<span>Segundo Ano<\/span>\n<\/a>\n<\/li><li id=\"cmsmasters_tabs_list_item_69f5d5689161f7_98116265\" class=\"cmsmasters_tabs_list_item\">\n<a href=\"#\">\n<span>Terceiro Ano<\/span>\n<\/a>\n<\/li><li id=\"cmsmasters_tabs_list_item_69f5d568916bb7_09621865\" class=\"cmsmasters_tabs_list_item\">\n<a href=\"#\">\n<span>Quarto Ano<\/span>\n<\/a>\n<\/li><\/ul>\n<div class=\"cmsmasters_tabs_wrap\">\n<div id=\"cmsmasters_tab_69f5d568914af8_40667955\" class=\"cmsmasters_tab active_tab\">\n<div class=\"cmsmasters_tab_inner\">\n<table class=\"subject-table\">\n<thead>\n<tr>\n<th>Semestre<\/th>\n<th>Disciplina<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"rowspan\" rowspan=\"7\">1\u00ba<\/td>\n<\/tr>\n<tr>\n<td>T\u00e9cnicas de Express\u00e3o em LP<\/td>\n<\/tr>\n<tr>\n<td>M\u00e9todos de Estudo<\/td>\n<\/tr>\n<tr>\n<td>Inform\u00e1tica B\u00e1sica<\/td>\n<\/tr>\n<tr>\n<td>\u00c1lgebra Linear I<\/td>\n<\/tr>\n<tr>\n<td>Matem\u00e1tica B\u00e1sica<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise Explorat\u00f3ria de Dados<\/td>\n<\/tr>\n<tr>\n<td class=\"rowspan\" rowspan=\"8\">2\u00ba<\/td>\n<\/tr>\n<tr>\n<td>G\u00e9nero e Educa\u00e7\u00e3o para a Inclus\u00e3o<\/td>\n<\/tr>\n<tr>\n<td>Ingl\u00eas T\u00e9cnico I<\/td>\n<\/tr>\n<tr>\n<td>Teorias de Probabilidade<\/td>\n<\/tr>\n<tr>\n<td>Laborat\u00f3rio de Estat\u00edstica<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise Matem\u00e1tica I<\/td>\n<\/tr>\n<tr>\n<td>Estrutura de dados e Programa\u00e7\u00e3o<\/td>\n<\/tr>\n<tr>\n<td>\u00c1lgebra Linear II<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><div id=\"cmsmasters_tab_69f5d568915732_70064060\" class=\"cmsmasters_tab\">\n<div class=\"cmsmasters_tab_inner\">\n<table class=\"subject-table\">\n<thead>\n<tr>\n<th>Semestre<\/th>\n<th>Disciplina<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"rowspan\" rowspan=\"8\">1\u00ba<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise Matem\u00e1tica II<\/td>\n<\/tr>\n<tr>\n<td>Infer\u00eancia Estat\u00edstica<\/td>\n<\/tr>\n<tr>\n<td>Ingl\u00eas T\u00e9cnico II<\/td>\n<\/tr>\n<tr>\n<td>Estat\u00edstica Computacional<\/td>\n<\/tr>\n<tr>\n<td>Metodologia de Investiga\u00e7\u00e3o Cient\u00edfica<\/td>\n<\/tr>\n<tr>\n<td>Fundamentos para Big Data<\/td>\n<\/tr>\n<tr>\n<td>Gest\u00e3o de Bases de Dados<\/td>\n<\/tr>\n<tr>\n<td class=\"rowspan\" rowspan=\"8\">2\u00ba<\/td>\n<\/tr>\n<tr>\n<td>\u00c9tica e Deontologia Profissional em Estat\u00edstica e Ci\u00eancias de Dados<\/td>\n<\/tr>\n<tr>\n<td>Modelos de regress\u00e3o linear<\/td>\n<\/tr>\n<tr>\n<td>Laborat\u00f3rio de Ci\u00eancias de Dados<\/td>\n<\/tr>\n<tr>\n<td>Processamento de Big Data<\/td>\n<\/tr>\n<tr>\n<td>Filosofia de Ci\u00eancias e Estat\u00edstica<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise Num\u00e9rica<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><div id=\"cmsmasters_tab_69f5d5689161f7_98116265\" class=\"cmsmasters_tab\">\n<div class=\"cmsmasters_tab_inner\">\n<table class=\"subject-table\">\n<thead>\n<tr>\n<th>Semestre<\/th>\n<th>Disciplina<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"rowspan\" rowspan=\"7\">1\u00ba<\/td>\n<\/tr>\n<tr>\n<td>Projecto Aplicado em Ci\u00eancia de Dados<\/td>\n<\/tr>\n<tr>\n<td>Estat\u00edstica Multivariada<\/td>\n<\/tr>\n<tr>\n<td>Controle estat\u00edstico de processos<\/td>\n<\/tr>\n<tr>\n<td>Aprendizado Estat\u00edstico<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise de Redes<\/td>\n<\/tr>\n<tr>\n<td>Estudos Contempor\u00e2neos em Estat\u00edstica<\/td>\n<\/tr>\n<tr>\n<td class=\"rowspan\" rowspan=\"7\">2\u00ba<\/td>\n<\/tr>\n<tr>\n<td>Otimiza\u00e7\u00e3o para Ci\u00eancia de Dados<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise de Dados Categ\u00f3ricos<\/td>\n<\/tr>\n<tr>\n<td>Modelos de s\u00e9ries temporais<\/td>\n<\/tr>\n<tr>\n<td>Pr\u00e1tica de campo<\/td>\n<\/tr>\n<tr>\n<td>T\u00e9cnicas de Sondagens<\/td>\n<\/tr>\n<tr>\n<td>Interfaces Web para A Gest\u00e3o de Dados<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><div id=\"cmsmasters_tab_69f5d568916bb7_09621865\" class=\"cmsmasters_tab\">\n<div class=\"cmsmasters_tab_inner\">\n<table class=\"subject-table\">\n<thead>\n<tr>\n<th>Semestre<\/th>\n<th>Disciplina<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"rowspan\" rowspan=\"7\">1\u00ba<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise e Gest\u00e3o de Projetos em Ci\u00eancias de Dados<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise da Performance em Gest\u00e3o de Dados<\/td>\n<\/tr>\n<tr>\n<td>An\u00e1lise de Sobreviv\u00eancia<\/td>\n<\/tr>\n<tr>\n<td>Desenho de Experimento<\/td>\n<\/tr>\n<tr>\n<td>Geoestat\u00edstica<\/td>\n<\/tr>\n<tr>\n<td>Trabalho de culmina\u00e7\u00e3o de curso<\/td>\n<\/tr>\n<tr>\n<td class=\"rowspan\" rowspan=\"3\">2\u00ba<\/td>\n<\/tr>\n<tr>\n<td>Est\u00e1gio<\/td>\n<\/tr>\n<tr>\n<td>Trabalho de supervis\u00e3o<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_69f5d568917ab8_46252862\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div class=\"cmsmasters_column one_first\">\n\n<div id=\"cmsmasters_heading_69f5d5689181e8_60212531\" class=\"cmsmasters_heading_wrap cmsmasters_heading_align_left h-info\">\n\t<h1 class=\"cmsmasters_heading\">Director do Curso<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":8189,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","course_category":[43],"course_tag":[37],"class_list":["post-8188","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-fcet","course_tag-course","course"],"_links":{"self":[{"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/lp_course\/8188","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/types\/lp_course"}],"replies":[{"embeddable":true,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8188"}],"version-history":[{"count":2,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/lp_course\/8188\/revisions"}],"predecessor-version":[{"id":8192,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/lp_course\/8188\/revisions\/8192"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=\/wp\/v2\/media\/8189"}],"wp:attachment":[{"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8188"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=%2Fwp%2Fv2%2Fcourse_category&post=8188"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/unipungue.ac.mz\/index.php?rest_route=%2Fwp%2Fv2%2Fcourse_tag&post=8188"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}