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verona_auc.html
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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
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<title>(Extremely) Quick DL Intro</title>
<meta name="description" content="Lectures at University of Verona">
<meta name="author" content="Sergey M Plis">
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<h2>Selected topics in Deep Learning</h2>
<h3>in 6 hours or less</h3>
<h3>by Sergey Plis</h3>
<p>
</section>
<section>
<h3>Outline for the course</h3>
<ul>
<li class="fragment roll-in"> <a href="verona_why.html">Why Study Deep Learning</a>
<li class="fragment roll-in"> <a href="verona_lr.html">Logistic Regression</a>
<li class="fragment roll-in"> <a href="verona_sgd.html">Stochastic Gradient Descent</a>
<li class="fragment roll-in"> <a href="verona_ad.html">Algorithmic Differentiation</a>
<li class="fragment roll-in"> <a href="verona_cnn.html">Convolutional Neural Networks</a>
<li class="fragment roll-in"> Intermission: <a href="verona_w2v.html">Word Embeddings</a>
<li class="fragment roll-in"> <a href="verona_rnn.html">Recurrent Neural Networks</a>
<li class="fragment roll-in"> <a href="verona_trans.html">Attention, Self-Attention, and Transformers</a>
<li class="fragment roll-in"> <a href="verona_auc.html">Model Comparison</a>
</ul>
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</section>
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<div id="header-left"><h4>May 22 and 23, 2024</h4></div>
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