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class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=introduction-end-to-end-machine-learning" title="Introduction: End-to-End Machine Learning" class="search-result__link"> <h2 class="search-result__heading">Introduction: End-to-End Machine Learning</h2> </a> <p class="search-result__summary">Machine learning workflows are key to effective data science. This short course is focused on using Python packages to perform end-to-end data-driven analyses.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=displacement-humanitarian-intervention" title="Displacement & Humanitarian Intervention" class="search-result__link"> <h2 class="search-result__heading">Displacement & Humanitarian Intervention</h2> </a> <p class="search-result__summary">A two-week intensive and bespoke professional development course delivered by a network of leading University of St Andrews experts.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=introduction-programming-in-python" title="Introduction: Programming in Python" class="search-result__link"> <h2 class="search-result__heading">Introduction: Programming in Python</h2> </a> <p class="search-result__summary">This short course for beginners will provide you with hands-on experience of the core features of  Python, and how to apply these to real-world problems.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=python-for-data-analysis-and-visualisation" title="Python for data analysis and visualisation " class="search-result__link"> <h2 class="search-result__heading">Python for data analysis and visualisation </h2> </a> <p class="search-result__summary">Python is a coding language used around the world. This is an ideal short course for professionals who want to use Python to improve their workflow.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=advanced-end-to-end-machine-learning" title="Advanced: End-to-End Machine Learning" class="search-result__link"> <h2 class="search-result__heading">Advanced: End-to-End Machine Learning</h2> </a> <p class="search-result__summary">This short course will give you the tools to understand the concepts and technologies that underpin modern deep learning using artificial neural networks (ANNs).</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=intermediate-end-to-end-machine-learning" title="Intermediate: End-to-End Machine Learning" class="search-result__link"> <h2 class="search-result__heading">Intermediate: End-to-End Machine Learning</h2> </a> <p class="search-result__summary">This short course is aimed at professionals who are seeking to understand the concepts and technologies that underpin modern machine learning.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=the-modernist-artist-from-europe-to-latin-america" title="The Modernist Artist: From Europe to Latin America" class="search-result__link"> <h2 class="search-result__heading">The Modernist Artist: From Europe to Latin America</h2> </a> <p class="search-result__summary">Join us on a captivating journey through the rich and diverse history of Modernist art in Europe and Latin America.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=mediation-training" title="Mediation Training" class="search-result__link"> <h2 class="search-result__heading">Mediation Training</h2> </a> <p class="search-result__summary">A ground-breaking course that equips participants with the knowledge and skills to resolve conflict as mediators.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=introduction-to-tesol" title="Introduction to Teaching English to speakers of other languages (TESOL)" class="search-result__link"> <h2 class="search-result__heading">Introduction to Teaching English to speakers of other languages (TESOL)</h2> </a> <p class="search-result__summary">Teaching English to Speakers of Other Languages (TESOL) is essential for educators worldwide. This short course provides a comprehensive introduction to TESOL principles and practices.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> <!-- Begin pattern: search results //--> <!-- Begin pattern: search results //--> <li class="search-result"> <a href="https://www.st-andrews.ac.uk/study/online-short-courses/short-course/?page=view&amp;course-title=fintech-frontiers" title="FinTech Frontiers: Blockchain, Generative AI, and Digital Finance" class="search-result__link"> <h2 class="search-result__heading">FinTech Frontiers: Blockchain, Generative AI, and Digital Finance</h2> </a> <p class="search-result__summary">Embark on a fascinating six-week journey into the world of financial technology with our comprehensive online course.</p> <!-- <p class="search-result__summary"></p> --> <dl class="metadata-list"> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Type</dt> <dd class="metadata-list--full">Short course</dd> <dt class="metadata-list--full" style="width: auto; padding-right: 0.5em;">Teaching mode</dt> <dd class="metadata-list--full">Online</dd> </dl> </li> <!-- End pattern: search results //--> </ol> </div> <nav class="text-center hidden-print" aria-label="Pagination"> <ul class="pagination pagination-lg"> <li class="active"><a href="?collection=uosa-web-course--search&amp;profile=_default&amp;form=master&amp;start_rank=1&amp;num.ranks=10&amp;sort=metamodulecode&amp;mod=false&amp;f.Year%7Cayrs=2024/5&amp;query=%21null&amp;f.tabs%7Ctype=Short+course" role="button">1</a></li> </ul> </nav> </div> <div class="col-md-3 hidden-print hidden-sm hidden-xs"> <h2 class="font-scale-1 facet-title 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