UBDA Training Course: Practical Data Analytics II

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</a> </li> <li> <span > News and Events </span> </li> <li> <a href="/ubda/news-and-events/event" target="_self"> Event </a> </li> </ol> </div> </div> <main class="page-content" tabindex="-1"> <div> <div class="container"> <div class="page-container"> <div style="min-height:150px;">   <link rel="stylesheet" href="/assets/css/ouical.css" /> <link rel="stylesheet" href="/assets/css/eventcalendar.css" /> <script src="/assets/js/ouical.js"></script> <main class="page-content" tabindex="-1" style="min-height:0px !important"> <div class="container ev-d-info-wrap color-set color-set--red"> <div class="page-container"> <div class="page-title-blk"> <h1 class="page-title-blk__title article-title">UBDA Training Course: Practical Data Analytics II</h1> <p class="page-title-blk__legend legend-item legend-item--blue" style="color:#454545"> Training Course </p> </div>  <div class="ev-d-img-blk"> <div class="ev-d-img-blk__imgctrl img--abs-w"> <img 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This training will introduce and demonstrate to you to the practical data analysis techniques, acquiring datasets and preliminary data transformations.<br /> <br /> In the first session, the course includes UBDA services, overview of data analysis, quick introduction to statistical data modelling, and demonstrations of useful statistical techniques for understanding our datasets. The second session would provide an overview of Advanced Machine Learning and Deep Learning insights including core concepts of ML and DL, sophisticated classification and clustering models, and state-of-the-art techniques for image classification, highlighting the latest tools and methods. The final session is about finding data sources, ETL (Extract, Transform, Load) datasets, and synthetic data tools. <br /> <br /> Participants are expected to have basic knowledge of Python. Please find the arrangements below.<br /> </span></p> <div> </div> <table> <tbody> <tr> <td style="text-align: left; vertical-align: top; white-space: nowrap;"> <p><strong>Course</strong></p> </td> <td style="text-align: justify;"> </td> <td style="text-align: justify;"> <p><strong><strong><span>Practical Data Analytics II</span></strong> (<a href="-/media/F4F08A8C455C435E81CB208EFFF63DD4.ashx">Poster</a>)</strong></p> </td> </tr> <tr> <td style="text-align: left; vertical-align: top; white-space: nowrap;"> <p><strong>Date</strong></p> </td> <td style="text-align: justify;"> </td> <td style="text-align: justify;"> <p><strong>22 February 2024 to 23 February 2024</strong></p> </td> </tr> <tr> <td style="text-align: left; vertical-align: top; white-space: nowrap;"> <p><strong>Session activities </strong></p> </td> <td style="text-align: justify;"> </td> <td style="text-align: justify;"> <ul> <li>Overview UBDA Services and statistical data modelling <ul> <li> (1st session: 22 Feb 2024, 10:00 - 12:00) </li> <li>Venue: TU103</li> </ul> </li> <li>Advanced Machine Leaning (ML) and Deep Learning (DL)<br /> <ul> <li> (2nd session: 22 Feb 2024, 14:30 - 16:00)</li> <li>Venue: Z211</li> </ul> </li> <li>Data acquisition and transformation<br /> <ul> <li> (3rd session: 23 Feb 2024, 10:00 - 12:00) </li> <li>Venue:TU103</li> </ul> </li> </ul> </td> </tr> <tr> <td style="text-align: left; vertical-align: top; white-space: nowrap;"> <p><strong> Quota </strong></p> </td> <td style="text-align: justify;"> </td> <td style="text-align: justify;"> <p>80 (PolyU Research Students and Staff, first-come-first-serve via online registration)</p> </td> </tr> <tr> <td style="text-align: left; vertical-align: top; white-space: nowrap;"><strong>Registration</strong></td> <td style="text-align: justify;"> </td> <td style="text-align: justify;"><strong><span style="color: black;"><a rel="noopener noreferrer" href="https://t.edm.polyu.edu.hk/activities_web/track/click?msgid=7e93378d-e19b-4f25-b038-a1e49c3ad616&linkid=65b9fec1598aab000190377d" target="_blank">https://www.polyu.edu.hk/pfs2/index.php/857233?lang=en</a></span></strong><br /> </td> </tr> </tbody> </table> <p style="text-align: justify;">Should you have any enquiries, please contact Dr Vincent Ng (<a href="mailto:vincent.ng.comp@polyu.edu.hk">vincent.ng.comp@polyu.edu.hk</a>), Dr Heung Wong (<a href="mailto:heung.wong@polyu.edu.hk">heung.wong@polyu.edu.hk</a>) or Dr Tarun Kulshrestha (<a href="mailto:tarun.kulshrestha@polyu.edu.hk">tarun.kulshrestha@polyu.edu.hk</a>)</p> <p style="text-align: justify;">*Successful registrants will receive a confirmation email on 19 Feb 2024.<br /> </p> <div> </div> <p style="text-align: justify;"> </p> <p style="text-align: justify;"> </p> </div> </div> </div> </div> </div> </div>  </div> </div> </div> </div> <div class="bottom-shadow">  <div class=""> <div class=""> <div>  <div class=""></div>  </div> </div> </div>  </div> <div class=""> <div class=""> <div>  <div class=""></div>  </div> </div> </div> <div class="item-under-angle-line-blk"> <div class="item-under-angle-line-blk"> <div>  <div class=""></div>  </div> </div> </div> </main> <footer class="page-foot--fact page-foot"> <div class="container color-set--red"> <div class="ft-row component-margin--no-top"> <div class="ft-row__blk ft-row__blk--left"> <ul class="ft-site-link-list"> <li class="ft-site-link-list__item"><a href="/privacy-policy-statement" target="_blank" class="ft-site-link-list__link">Privacy Policy Statement</a></li> <li class="ft-site-link-list__item"><a href="/terms-of-use" target="_blank" class="ft-site-link-list__link">Terms of Use</a></li> <li class="ft-site-link-list__item"><a href="/accessibility" target="_blank" class="ft-site-link-list__link">Accessibility</a></li> <li class="ft-site-link-list__item"><a href="/ubda/sitemap" target="_self" class="ft-site-link-list__link">Sitemap</a></li> </ul> <p class="cp">Copyright © 2024 The Hong Kong Polytechnic University. 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