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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="generator" content="pandoc">
<title>Software Carpentry: Advanced NumPy</title>
<link rel="shortcut icon" type="image/x-icon" href="/favicon.ico" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<link rel="alternate" type="application/rss+xml" title="Software Carpentry Blog" href="http://software-carpentry.org/feed.xml"/>
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</head>
<body class="lesson">
<div class="container card">
<div class="banner">
<a href="http://software-carpentry.org" title="Software Carpentry">
<img alt="Software Carpentry banner" src="img/software-carpentry-banner.png" />
</a>
</div>
<article>
<div class="row">
<div class="col-md-10 col-md-offset-1">
<h1 class="title">Advanced NumPy</h1>
<section class="prereq panel panel-warning">
<div class="panel-heading">
<h2 id="prerequisites"><span class="glyphicon glyphicon-education"></span>Prerequisites</h2>
</div>
<div class="panel-body">
<p>This lesson covers advanced features of NumPy. If you know how to create a NumPy array and can explain how it differs from a Python list, you are ready to go.</p>
<p>If you know how to use array broadcasting and indexing to accelerate your code, the lecture will be probably too basic.</p>
</div>
</section>
<section class="getready panel panel-warning">
<div class="panel-heading">
<h2 id="getting-ready"><span class="glyphicon glyphicon-check"></span>Getting ready</h2>
</div>
<div class="panel-body">
<p>Make sure that you have a working installation of NumPy.</p>
</div>
</section>
<h2 id="topics">Topics</h2>
<ol style="list-style-type: decimal">
<li><a href="00-intro.html">Introduction</a></li>
<li><a href="01-operations.html">Operations on NumPy arrays</a></li>
<li><a href="02-indexing.html">Indexing</a></li>
<li><a href="03-broadcasting.html">Broadcasting</a></li>
<li><a href="04-container.html">Array container</a></li>
<li><a href="05-kmeans.html">Case study: K-means</a></li>
</ol>
<h2 id="other-resources">Other Resources</h2>
<ul>
<li><a href="reference.html">Reference</a></li>
<li><a href="discussion.html">Discussion</a></li>
<li><a href="instructors.html">Instructor’s Guide</a></li>
</ul>
</div>
</div>
</article>
<div class="footer">
<a class="label swc-blue-bg" href="http://software-carpentry.org">Software Carpentry</a>
<a class="label swc-blue-bg" href="https://github.com/paris-swc/advanced-numpy-lesson">Source</a>
<a class="label swc-blue-bg" href="mailto:[email protected]">Contact</a>
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