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Morten Hjorth-Jensen
2022-10-04 17:50:07 +02:00
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<title>Teaching schedule with links to material &#8212; Applied Data Analysis and Machine Learning</title>
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<link rel="next" title="Teachers and Grading" href="teachers.html" />
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</a>
</li>
</ul>
<p class="caption" role="heading">
<p aria-level="2" class="caption" role="heading">
<span class="caption-text">
About the course
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</a>
</li>
</ul>
<p class="caption" role="heading">
<p aria-level="2" class="caption" role="heading">
<span class="caption-text">
Review of Statistics with Resampling Techniques and Linear Algebra
</span>
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</a>
</li>
</ul>
<p class="caption" role="heading">
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<span class="caption-text">
From Regression to Support Vector Machines
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</a>
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Decision Trees, Ensemble Methods and Boosting
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Dimensionality Reduction
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Deep Learning Methods
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<i class="fas fa-list"></i> Contents
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<h1>Teaching schedule with links to material</h1>
<!-- Table of contents -->
<div id="print-main-content">
<div id="jb-print-toc">
<div>
<h2> Contents </h2>
</div>
<nav aria-label="Page">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#weekly-schedule">
Weekly Schedule
</a>
<ul class="nav section-nav flex-column">
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-34-august-22-26">
Week 34 August 22-26
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-35-august-29-september-2">
Week 35 August 29-September 2
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-36-september-5-9">
Week 36 September 5-9
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-37-september-12-16">
Week 37 September 12-16
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-38-september-19-23">
Week 38 September 19-23
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-39-september-26-30">
Week 39 September 26-30
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-40-october-3-7">
Week 40 October 3-7
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-41-october-10-14">
Week 41 October 10-14
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-42-october-17-21">
Week 42 October 17-21
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-43-october-24-28">
Week 43 October 24-28
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-44-october-31-november-4">
Week 44 October 31-November 4
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-45-november-7-11">
Week 45 November 7-11
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-46-november-14-18">
Week 46 November 14-18
</a>
</li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link" href="#week-47-november-21-25">
Week 47 November 21-25
</a>
</li>
</ul>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div>
<div class="tex2jax_ignore mathjax_ignore section" id="teaching-schedule-with-links-to-material">
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<li><p>A selected number of weekly assignments;</p></li>
<li><p>The course is part of the CS Master of Science program, but is open to other bachelor and Master of Science students at the University of Oslo;</p></li>
<li><p>The course is offered as a FYS-STK4155 (Master of Science level) and a FYS-STK3155 (senior undergraduate) course;</p></li>
<li><p>Videos of teaching material are available via the links at <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/web/course.html">https://compphysics.github.io/MachineLearning/doc/web/course.html</a></p></li>
<li><p>Videos of teaching material are available via the links at <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/web/course.html">https://compphysics.github.io/MachineLearning/doc/web/course.html</a>;</p></li>
<li><p>Weekly emails with summary of activities will be mailed to all participants;</p></li>
</ol>
<div class="section" id="weekly-schedule">
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</li>
</ul>
<ul class="simple">
<li><p>Friday: Stochastic Gradient descent with examples and automatic differentiation</p></li>
<li><p>Friday: Stochastic Gradient descent with examples and automatic differentiation</p>
<ul>
<li><p>Video of lecture at <a class="reference external" href="https://youtu.be/OH6I_oscwPc">https://youtu.be/OH6I_oscwPc</a></p></li>
</ul>
</li>
<li><p>Reading recommendations:</p>
<ul>
<li><p>See lecture notes for week 39 at <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/web/course.html">https://compphysics.github.io/MachineLearning/doc/web/course.html</a>.</p></li>
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