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title="Venue">Venue</a><br/> </li> </ul> </div> <div class="section-nav-wrapper"> <ul> <li> <a href="/seasonal-schools/data-science/2017/social-activities" title="Social Activities">Social Activities</a><br/> </li> </ul> </div> <div class="section-nav-wrapper"> <ul> <li> <a href="/seasonal-schools/data-science/2017/explore-athens" title="Explore Athens">Explore Athens</a><br/> </li> </ul> </div> <div class="section-nav-wrapper"> <ul> <li> <a href="/seasonal-schools/data-science/2023" title="2023">2023</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2019" title="2019">2019</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2018" title="2018">2018</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2017" title="2017">2017</a><br/> </li> </ul> </div> </nav> </div> <div id="main"> <div class="article" id="maincontent" tabindex="-1"> <div class="row"> <div class="columns small-12"> <ul class="breadcrumbs"> <li><a href="/">Home</a></li> <li><a href="/seasonal-schools">Seasonal Schools</a></li> <li><a href="/seasonal-schools/data-science">Data Science</a></li> <li><a href="/seasonal-schools/data-science/2017">2017</a></li> <li class="current"> <a href="/seasonal-schools/data-science/2017/spatio-temporal-analytics-urban-analytics">Spatio-Temporal Analytics</a> </li> </ul> </div> </div> <article class="has-edit-button" id="SkipTarget" tabindex="-1"> <div class="row"> <div class="columns small-12"> <h1>SPATIO-TEMPORAL ANALYTICS, URBAN ANALYTICS</h1> </div> </div> <div class="row"> <div class="columns large-8 medium-8 small-12 blocks"> <div class="clearfix"> <p>Juliana Freire, Professor of Computer Science and Engineering and Data ScienceExecutive Director, NYU Moore-Sloan Data Science Environment, New York, USA</p> <p><strong>Course Outline: </strong><img alt style="float: right;" src="/binaries/content/gallery/europe/seasonal-schools/binary-1414319_1920-300x180.jpg" /></p> <p>Lecture 1:<br/> Urban Data: Challenges and Opportunities<br/> Data Quality Issues <br/> Exploring Urban Data: Usability and Interactivity</p> <p>Lecture 2:<br/> Finding Interesting Features<br/> Using Data to Discover and Explain Data<br/> Transparency and Reproducibility</p> <p>Hands-on 1:<br/> Data cleaning</p> <p>Hands-on 2:<br/> Exploring shadows and trees in NYC</p> <p>———-</p> <p>Course Material (lab and data) at <a href="https://github.com/julianafreire/ACMSummerSchool2017">https://github.com/julianafreire/ACMSummerSchool2017</a></p> <p>Course Notes at <a href="https://www.dropbox.com/s/4xsq0nubnbfmwaq/big-urban-data-lecture.pdf?dl=0">https://www.dropbox.com/s/4xsq0nubnbfmwaq/big-urban-data-lecture.pdf?dl=0</a></p> <p>The students will have to install OpenRefine and Jupyter+a few libraries.</p> <p>The instructions are in the lab descriptions in github.</p> <p> </p></div> </div> <div class="columns large-4 medium-4 small-12"> <div class="cta shadowed" data-equalizer-watch> <div class="row" style="margin: inherit;"> <div 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