Course Introdu莽茫o 脿 Aprendizagem Autom谩tica e Ci锚ncia de Dados com Python @ UBI

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" 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id="URL_PaginaPT" class="item-menu-direita" role="button" href="/curso/1391">PT</a> </li> </ul> </div>  </div> </nav> </div>  <div id="SlideShow"> </div>  <div id="Conteudo" class="clearfix conteudo"> <div class="container"> <article> <ol class="caminho" itemscope itemtype="http://schema.org/BreadcrumbList"><li itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"><a href="/en/" itemprop="item"><span itemprop="name">Home</span></a><meta itemprop="position" content="1" /></li><li itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"><a href="/en/courses" itemprop="item"><span itemprop="name">Courses</a></li><li itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"><span itemprop="name">Introdu莽茫o 脿 Aprendizagem Autom谩tica e Ci锚ncia de Dados com Python </span><meta itemprop="position" content="2" /></li></ol> <header> <h1> <span id="ConteudoHolder_Repeater_Nome_Curso_DESCRITIVOLabel_0">Introdu莽茫o 脿 Aprendizagem Autom谩tica e Ci锚ncia de Dados com Python </span> </h1> </header> <h4> <i class="fa fa-graduation-cap"> </i>Non-degree course   <i class="fa fa-university"></i>  <a href="/Entidade/Departamento_de_Informatica">Departamento de Inform谩tica [Portuguese]</a> </h4> <div class="text-center grupoOpcoes"> <div class=""> <a href="#info" class="btn btn-default active" role="button" aria-disabled="true">Info</a> <a href="#AvaliacaoAcreditacao" id="AvaliacaoAcreditacaoLink" class="btn btn-default" role="button" aria-disabled="true">Assessment/Accreditation</a> <script>$(document).ready(function () { if ($('#AvaliacaoAcreditacao').length <= 0) { $('#AvaliacaoAcreditacaoLink').hide(); } }); </script> <a href="#concursoNacionalAcesso" id="concursoNacionalAcessoLink" class="btn btn-default" role="button" aria-disabled="true">Access</a> <script>$(document).ready(function () { if ($('#concursoNacionalAcesso').length <= 0) { $('#concursoNacionalAcessoLink').hide(); } }); </script> <a href="#sobre" id="sobreLink" 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href="https://candidaturas.ubi.pt/online/loginCNCG.aspx?lang=5">Admission/Applicant <i class="fa fa-external-link"></i></a> </div> </div> </div> <section class="row curso"> <div class="bloco"> <div class="col-xs-12 col-sm-8"> <div style="padding: 5px; display: none;"> Ano: <select name="ctl00$ConteudoHolder$Repeater_Nome_Curso$ctrl0$DDL_Acesso_Anos" onchange="javascript:setTimeout('__doPostBack(\'ctl00$ConteudoHolder$Repeater_Nome_Curso$ctrl0$DDL_Acesso_Anos\',\'\')', 0)" id="ConteudoHolder_Repeater_Nome_Curso_DDL_Acesso_Anos_0" disabled="disabled" class="aspNetDisabled dropdown-toggle"> <option selected="selected" value="2024">2024</option> </select> </div> <table class="tabela table-responsive cursoInfo"> <tr id="ConteudoHolder_Repeater_Nome_Curso_display_curso_plano_estudos1_0_Estrutura_Curricular_0_itemPlaceholder"> </tr> <tr> <td style="text-align:right"> Study plan </td> <td> <i class="fa fa-angle-right"></i>  <a id="ConteudoHolder_Repeater_Nome_Curso_display_curso_plano_estudos1_0_Estrutura_Curricular_0_LinkPlanoEstudos_0" href="/en/studyplan/1391/2062/2024">Introdu莽茫o 脿 Aprendizagem Autom谩tica e Ci锚ncia de Dados com Python </a> </td> </tr> </table> <script type="text/javascript"> //<![CDATA[ Sys.WebForms.PageRequestManager._initialize('ctl00$ConteudoHolder$Repeater_Nome_Curso$ctrl0$curso_info1$ScriptManager_Concurso_Nacional_de_Acesso', 'searchForm', [], [], [], 90, 'ctl00'); //]]> </script> <div id="ConteudoHolder_Repeater_Nome_Curso_curso_info1_0_LV_Info_Curso_0_InfoInicialPanel_0"> <a name="info" id="info"></a> <h3>Info</h3> <table class="table table-striped cursoInfo"> <caption></caption> <thead> <tr style="display: none;"> <th>R贸tulo</th> <th>Texto</th> </tr> </thead> <tbody> <div id="ConteudoHolder_Repeater_Nome_Curso_curso_info1_0_LV_Info_Curso_0_ECTSPanel_0"> <tr> <td>ECTS</td> <td> <span id="ConteudoHolder_Repeater_Nome_Curso_curso_info1_0_LV_Info_Curso_0_ECTSLabel_0">2</span></td> </tr> </div> </tbody> </table> </div>  <table class="table table-striped"> <caption></caption> <thead> <tr style="display: none;"> <th>Label</th> <th>Texto</th> </tr> </thead> <tbody> </tbody> </table> <a name="recursosFisicos"></a>  <div class="row"> </div> </div> <div class="col-xs-12 col-sm-4"> <a name="contactos"></a> <section class="bloco"> <div class="headline"> <h3> <span id="ConteudoHolder_Repeater_Nome_Curso_display_contactos_entidade_by_id_0_LV_CONTACTOS_0_EntidadeLabel_0">Departamento de Inform谩tica</span></h3> </div> <div id="Contacto"> <div class="contacto"> <div id="ConteudoHolder_Repeater_Nome_Curso_display_contactos_entidade_by_id_0_LV_CONTACTOS_0_Panel_Morada_0" class="morada"> <span id="ConteudoHolder_Repeater_Nome_Curso_display_contactos_entidade_by_id_0_LV_CONTACTOS_0_MoradaCompleta1Label_0">Rua Marqu锚s D'脕vila e Bolama<br /></span> <span id="ConteudoHolder_Repeater_Nome_Curso_display_contactos_entidade_by_id_0_LV_CONTACTOS_0_MoradaCompleta2Label_0">6201-001 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