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verona.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">
<meta name="apple-mobile-web-app-capable" content="yes">
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<section>
<p>
<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>
</section>
</section>
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<div id="header-left"><h4>May 22 and 23, 2024</h4></div>
<div id="header-right"><h4></h4></div>
<div id="footer-left">
<img style="border:0; box-shadow: 0px 0px 0px rgba(150, 150, 255, 1);" width="200"
src="figures/UniverVerona.svg" alt="robot learning">
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