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<!DOCTYPE html>
<html lang="en">
<head>
<title>DM UBA</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.3.1/jquery.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js"></script>
<style>
/* Set height of the grid so .sidenav can be 100% (adjust if needed) */
.row.content {height: 1500px}
/* Set gray background color and 100% height */
.sidenav {
background-color: #f1f1f1;
height: 100%;
}
/* On small screens, set height to 'auto' for sidenav and grid */
@media screen and (max-width: 767px) {
.sidenav {
height: auto;
padding: 15px;
}
.row.content {height: auto;}
}
/**/
.panel-primary {
width: 100%;
}
</style>
</head>
<body>
<nav class="navbar navbar-inverse navbar-fixed-top">
<div class="container-fluid">
<div class="navbar-header">
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="#home">DM UBA</a>
</div>
<div id="navbar" class="navbar-collapse collapse">
<ul class="nav navbar-nav navbar-right">
<li class="active"><a data-toggle="pill" href="#home">Home</a></li>
<li><a data-toggle="pill" href="#teoricas">Teóricas</a></li>
<li><a data-toggle="pill" href="#practicas">Prácticos</a></li>
<li><a data-toggle="pill" href="#cronograma">Cronograma</a></li>
<li><a data-toggle="pill" href="#bibliografia">Bibliografía</a></li>
</ul>
</div>
</div>
</nav>
<div class="container-fluid">
<div class="row content">
<div class="col-sm-8">
<div class="tab-content">
<!-- Home -->
<div id="home" class="tab-pane fade in active">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Curso de Minería de Datos</h2>
<!--
<h5><span class="glyphicon glyphicon-time"></span> <span class="label label-danger">Comisión 1</span> Martes de 19 a 22 hs </h5><h5><span class="glyphicon glyphicon-time"></span> <span class="label label-primary">Comisión 2</span> Viernes de 19 a 22 hs </h5><br>
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<div class="col-sm-4">
<div class="panel panel-primary">
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<h3 class="panel-title">Horarios para las clases virtuales</h3>
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<span class="glyphicon glyphicon-time"></span> <span class="label label-danger">Teóricas</span> <p>Martes de 19 hs (ambas comisiones) </p>
<span class="glyphicon glyphicon-time"></span> <span class="label label-primary">Prácticas</span> <p>Martes (después de la teórica) y Viernes de 19 a 22 hs </p>
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<span class="glyphicon glyphicon-time"></span> <span class="label label-primary">Consultas</span> <p>Miércoles (Horario a confirmar) </p><br>
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</div>
</div> <!-- end panel-->
</div> <!-- end col-->
<div class="col-sm-6">
<div class="panel panel-primary">
<div class="panel-heading">
<h3 class="panel-title">Tutorial de R</h3>
</div>
<div class="panel-body">
<p>Guía de introducción para conocer los fundamentos y conceptos del lenguaje R [<a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-introduccionR.md" target="_blank" class="small-box-footer"> Ir a la guía </a>]</p>
<br /> <br />
<p>Para probar sin instalar nada pueden comenzar a probar <a href="https://rstudio.cloud/">RStudio Cloud</a>. Es una IDE online para correr scripts R.</p>
</div>
</div> <!-- end panel-->
</div> <!-- end col -->
</div> <!-- end row -->
<div class="row">
<div class="col-sm-4">
<div class="panel panel-primary">
<div class="panel-heading">
<h3 class="panel-title">Otros recursos</h3>
</div>
<div class="panel-body">
<p>Clases grabadas: <a href="https://www.youtube.com/channel/UCumxn0MaIGKR5hK5995TvhQ" target="_blank"> Canal de YouTube </a></p>
<p>Repositorio Github: <a href="https://github.com/dmuba" target="_blank"> DM UBA </a></p>
</div>
</div> <!-- end panel-->
</div>
<div class="col-sm-6">
<div class="panel panel-primary">
<div class="panel-heading">
<h3 class="panel-title">Nuestro Canal de Slack</h3>
</div>
<div class="panel-body">
Para sumarse al sitio del curso sigan este link: <a href="https://join.slack.com/t/cursodatamining-uba/shared_invite/zt-d9xus9dy-LlafQswFgi41CxhoGefcLA" target="_blank"> Curso de Data Mining - UBA </a>.
Vamos a mantener la interacción a través de este canal de Slack: <a href="https://cursodatamining-uba.slack.com/archives/C010UDPM50R">#curso-dm-2020</a>
</div>
</div> <!-- end panel-->
</div>
</div> <!-- end row -->
<div class="row">
<div class="col-sm-4">
<div class="panel panel-primary">
<div class="panel-heading">
<h3 class="panel-title">Trabajos Entregables</h3>
</div>
<div class="panel-body">
<p>Primer TP Entregable: <a href="https://docs.google.com/document/d/1YxDw2wK7fw67uvL43v5auMCGHOVleTnF/edit#" target="_blank"> Doc </a></p>
</div>
</div> <!-- end panel-->
</div>
</div> <!-- end row -->
</div> <!-- end home-->
<!-- Teoria -->
<div id="teoricas" class="tab-pane fade">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Teóricas</h2>
<ul id="clases"></ul>
</div>
<!-- Practica -->
<div id="practicas" class="tab-pane fade">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Prácticas de Laboratorio</h2>
<ul>
<li>LAB01: Análisis Exploratorio de datos [ <a href="dmuba.github.io/Practicos/LAB01/LAB01%20-%20Exploracion.pdf" target="_blank">Consignas</a> ] [ <a href="https://rpubs.com/jumafernandez/eda" target="_blank">Presentación</a> ] Datos: [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB01/MPI_subnational.csv" target="_blank">MPI_subnational.csv</a> ] <br /> Gráficos adicionales: [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB01/graficos_adicionales-ggplot2.R" target="_blank"> ggplot2 </a> ] Resolución: [ <a href="https://rpubs.com/jumafernandez/lab01" target="_blank"> HTML </a> | <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB01/Resolucion-LAB01_vFinal.Rmd" target="_blank"> Rmd </a> ] </li>
<li>LAB02: Integración, manejo de ruido y atributos redundantes [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB02_2020/LAB01%20-%20Preprocesamiento%20v1.pdf" target="_blank">Consignas</a> ] [ <a href="https://rpubs.com/jumafernandez/preprocessing_v1" target="_blank">Presentación</a> ] Datos: [<a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB02_2020/MPI_national.csv" target="_blank"> MPI_national.csv </a>] </li>
<li>LAB03: Detección de Outliers [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB02/LAB03%20-%20Detecci%C3%B3n%20de%20Outliers.pdf" target="_blank">Consignas</a> ] [ <a href="https://rpubs.com/jumafernandez/outliers_detection" target="_blank">Presentación</a> ] [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB02/ruidoso.txt" target="_blank">Set de datos</a> ]</li>
<li>LAB04: Tratamiento de Datos Faltantes [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB04_2020/LAB04-Missing_values.pdf" target="_blank">Consignas</a> ] [ <a href="https://rpubs.com/jumafernandez/missing_data" target="_blank">Presentación</a> ] [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB04_2020/auto-mpg.data-original.txt" target="_blank">Set de datos</a> ]</li>
<li>LAB05: Bases de Datos NSQL -MongoDB- [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB05/LAB05%20-%20DB-NOSQL.pdf" target="_blank">Consignas</a> ] [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB05/tweets-dolar-Final.json" target="_blank">Set de datos</a> ] <br />
[ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia_install_mongodb.md" target="_blank">Guía de Instalación</a> ] [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo03.md" target="_blank">Operaciones CRUD</a> ] [ <a href="https://docs.mongodb.com/manual/crud/" target="_blank">Referencias MongoDB</a> ]</li>
<li>LAB06: Reducción de dimensionalidad [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB06_2020/LAB06%20-%20Reduccion%20de%20Dimensionalidad.pdf" target="_blank">Consignas</a> ] [ <a href="https://rpubs.com/jumafernandez/dimensionality_reduction" target="_blank">Presentación</a> ] [ <a href="https://raw.githubusercontent.com/dmuba/dmuba.github.io/master/Practicos/LAB06_2020/auto-mpg.data-original.txt">Set de datos</a> ]</li>
<li>LAB07: Feature Engineering [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB07_2020/LAB07%20-%20Feature%20Engineering.md" target="_blank">Guía y consignas</a> ] [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB07_2020/LAB07_feature_engineering.r" target="_blank">Código</a> ] [ <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/LAB07_2020/covid19.csv">Set de datos</a> ]</li>
</ul>
<h3>Software</h3>
<ul>
<li>Lenguaje R [ <a href="https://www.r-project.org/" target="_blank">Descargas</a> ]</li>
<li>RStudio [ <a href="https://www.rstudio.com/products/rstudio/download/" target="_blank">Descargas</a> ]</li>
<li>MongoDB [ <a href="https://www.mongodb.com/download-center/community" target="_blank">Descargas</a> ]</li>
<li>Robo 3T [ <a href="https://robomongo.org/download" target="_blank">Descargas</a> ]</li>
</ul>
<h3>Guías</h3>
<ul>
<li>Guía laboratorio Nro. 1: Introducción a R <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-introduccionR.md" target="_blank">[ Abrir ]</a></li>
<!-- <li>Guía Trabajo Práctico Nro. 1: Tips de introducción <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-TP1.md" target="_blank">[ Abrir ]</a></li> -->
<li>Guía laboratorio Nro. 3: Interacción con MongoDB desde Robo3T. <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo03.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 4: Bases de datos textuales. <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo04.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 5: Introducción a reglas de asociación. <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo05.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 6: Introducción a reglas de asociación con Arules en R. <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo06.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 7: Introducción al Análisis de Secuencias (SPADE) <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo07.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 8: Reglas de Asociación FP-Growth <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo08.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 9: Sistemas de recomendación usando reglas de asociación <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo09.md" target="_blank">[ Abrir ]</a></li>
<li>Guía laboratorio Nro. 10: Local Sinsitive Hashing <a href="https://github.com/dmuba/dmuba.github.io/blob/master/Practicos/guias/guia-labo09.md" target="_blank">[ Abrir ]</a></li>
</ul>
</div>
<!-- Cronograma -->
<div id="cronograma" class="tab-pane fade">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Cronograma de clases</h2>
<!-- iframe width="800px" height="750px" border="0" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vRJO0aGUlJDzBohsIjKKKoml_zdeBKAF2SLkSGDO6Ieivtr5nNGxP18fHe1OYYZCzhD3AthHXjTDqLH/pubhtml?gid=0&single=true&widget=true&headers=false"></iframe -->
<!--
<iframe width="850px" height="750px" border="0" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vRJO0aGUlJDzBohsIjKKKoml_zdeBKAF2SLkSGDO6Ieivtr5nNGxP18fHe1OYYZCzhD3AthHXjTDqLH/pubhtml?gid=1053546966&single=true&widget=true&headers=false"></iframe>
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<iframe width="850px" height="750px" border="0" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vRJO0aGUlJDzBohsIjKKKoml_zdeBKAF2SLkSGDO6Ieivtr5nNGxP18fHe1OYYZCzhD3AthHXjTDqLH/pubhtml?gid=1306635895&single=true&widget=true&headers=false"></iframe>
</div>
<!-- Biblio -->
<div id="bibliografia" class="tab-pane fade">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Bibliografía</h2>
<ul id="biblio"></ul>
</div>
<!-- Temas -->
<div id="temas" class="tab-pane fade">
<h4><small>Data Mining - UBA</small></h4>
<hr>
<h2>Temas de interés</h2>
<p>En este apartado se presentan algunos temas que pueden servir como disparadores para la elección de trabajos finales de Especialización o Maestría.</p>
</div>
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