{"id":7,"date":"2014-03-20T19:40:49","date_gmt":"2014-03-20T19:40:49","guid":{"rendered":"http:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/?page_id=7"},"modified":"2021-04-23T10:30:37","modified_gmt":"2021-04-23T15:30:37","slug":"inicio","status":"publish","type":"page","link":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/","title":{"rendered":"Inicio"},"content":{"rendered":"<style type=\"text\/css\"> table.steelBlueCols {  border: 4px solid #555555;  background-color: #e4e4e4;  width: 100%;  text-align: left;  border-collapse: collapse; }table.steelBlueCols td, table.steelBlueCols th {  border: 1px solid #555555;  padding: 5px 10px;}table.steelBlueCols tbody td {  font-size: 16px;  color: #000000;}table.steelBlueCols tr:nth-child(even) {  background: #9e9e9e;}table.steelBlueCols td:nth-child(even) {  background: #FFFFFF;}table.steelBlueCols tfoot td {  font-size:13px;}table.steelBlueCols tfoot .links {  text-align:right;}table.steelBlueCols tfoot .links a{  display: inline-block;  background: #FFFFFF;  color: #398AA4;  padding: 2px 8px;border-radius: 5px;}table.msin_noheader {  border: 1px solid #48A453;  background-color: #eeeeee;  \/\/width: 100%;  text-align: left;  border-collapse: collapse;}table.msin_noheader td, table.msin_noheader th { border: 1px solid #AAAAAA;padding: 5px 5px;} table.msin_noheader tbody td {font-size: 16px; }table.msin_noheader tr:nth-child(even) {  background: #fff;}table.msin_noheader tfoot td {  font-size: 14px;} table.msin_noheader tfoot .links { text-align: right; } table.msin_noheader tfoot .links a{   display: inline-block;   background: #1C6EA4;   color: #FFFFFF;   padding: 2px 8px;   border-radius: 5px; } table.msin_header {   border: 1px solid #48A453;   background-color: #fff;   \/\/width: 100%;   text-align: left;   border-collapse: collapse; } table.msin_header td, table.msin_header th {   border: 1px solid #AAAAAA;   padding: 5px 5px; } table.msin_header tbody td {   font-size: 16px; } table.msin_header tr:nth-child(even) {   background: eeeeee; } table.msin_header thead {   background: #b6b9bb;   border-bottom: 2px solid #444444; } table.msin_header thead th {   font-size: 15px;   font-weight: bold;   color: #000;   border-left: 2px solid D0E4F5; } table.msin_header thead th:first-child {   border-left: none; }  <\/style>\n<h1>Semestre 2021-18<\/h1>\n<p><img decoding=\"async\" src=\"http:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-content\/uploads\/sites\/216\/2021\/04\/MINE.png\"><\/p>\n<table class=\"steelBlueCols\">\n<tbody>\n<tr>\n<td>Nombre del curso:<\/td>\n<td>Machine Learning for Decision-Making Support in Public Sector High-Stakes Problems<\/td>\n<\/tr>\n<tr>\n<td>Cr\u00e9ditos:<\/td>\n<td> 4<\/td>\n<\/tr>\n<tr>\n<td>Profesor:<\/td>\n<td>Rhema Vaithianathan<br \/>\nDiana Benavides Prado<\/td>\n<\/tr>\n<tr>\n<td>Horario:<\/td>\n<td>08 de Junio al 25 de Junio<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>(L,M,I,J,V) 18:00-20:45<\/td>\n<\/tr>\n<tr>\n<td>Versi\u00f3n PDF<\/td>\n<td><a href=\"https:\/\/cursos.virtual.uniandes.edu.co\/pdf\/curso.php?codigo=mine4208\" target=\"_blank\">Click Aqu\u00ed<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<div class=\"arconix-tabs-horizontal\"><ul class=\"arconix-tabs\"><li data-arconix-icon=\"\" data-arconix-color=\"\" class=\"arconix-tab tab-Descripcin\"><a class=\"\" href=\"#tab-Descripcin\">Descripci\u00f3n<\/a><\/li><\/ul>\n<div class=\"arconix-panes\"><div class=\"arconix-pane pane-Descripcin\">\n<h1>Descripci\u00f3n<\/h1>\n<p>\u00abThe objective of this course is that students learn how to design accurate, trustworthy and transparent Machine Learning tools for supporting decision making in high-stakes problems in the public sector. As a result of the knowledge obtained in this course, students should have an understanding of challenges typically faced while deploying Machine Learning tools, such as social licence, ethics, human-algorithm interaction, algorithmic fairness and interpretability, some of which are also applicable to the private sector. Student will learn to analyse and find mechanisms to overcome these challenges, and to use that knowledge for a careful and responsible design and deployment of these tools.<br \/>\nStudents are expected to learn to:<\/p>\n<ul>\n<li>Identify challenges and elements to be considered while designing and deploying Machine Learning to support decision-making in high-stakes problems in the public sector.<\/li>\n<li>Construct, evaluate and validate candidate Machine Learning models that are accurate, trustworthy, ethical and transparent.<\/li>\n<li>Acknowledge and evaluate challenges such as algorithmic fairness, model interpretability, human-algorithm interaction, transparency and ethics when constructing Machine Learning solutions for decision making with impact on humans.\u00bb<\/li>\n<\/ul>\n<h2>Profesora<\/h2>\n<p><a href=\"https:\/\/academics.aut.ac.nz\/rhema.vaithianathan\" target=\"_blank\">Rhema Vaithianathan<\/a> &#8211; Professor of Economics and Co-Director of the Centre for Social Data Analytics, at The University of Queensland (UQ), Australia &#8211; Auckland University of Technology, Auckland, NZ. https:\/\/csda.aut.ac.nz\/<\/p>\n<p><a href=\"https:\/\/academics.aut.ac.nz\/diana.benavides.prado\" target=\"_blank\">Diana Benavides Prado<\/a> &#8211; Senior Research Fellow (Data Science)- Centre for Social Data Analytics, at The University of Queensland (UQ), Australia &#8211; Auckland University of Technology, Auckland, NZ<br \/>\n<\/div><\/div><\/div>\n\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Semestre 2021-18 Nombre del curso: Machine Learning for Decision-Making Support in Public Sector High-Stakes Problems Cr\u00e9ditos: 4 Profesor: Rhema Vaithianathan Diana Benavides Prado Horario: 08 de Junio al 25 de Junio (L,M,I,J,V) 18:00-20:45 Versi\u00f3n PDF Click Aqu\u00ed &nbsp; &hellip; <a class=\"more-link\" href=\"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/\">Sigue leyendo <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":98,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/pages\/7","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/users\/98"}],"replies":[{"embeddable":true,"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/comments?post=7"}],"version-history":[{"count":61,"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/pages\/7\/revisions"}],"predecessor-version":[{"id":199,"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/pages\/7\/revisions\/199"}],"wp:attachment":[{"href":"https:\/\/cursos.virtual.uniandes.edu.co\/mine4208\/wp-json\/wp\/v2\/media?parent=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}