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+  <li><a href="#jupyter-notebook" id="toc-jupyter-notebook" class="nav-link" data-scroll-target="#jupyter-notebook"><span class="header-section-number">2.4</span> Jupyter Notebook</a></li>
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-<p>When editing code more extensively we also want to have a so called integrated development environment (IDE). There are many options out there. Do not spend too much time deciding which to pick, you can always change your choice later.<br>
-<a href="https://code.visualstudio.com/">VS-Code</a> is a reasonable general choice as of today, it is free and widely adopted. For a user experience more similar to matlab or R-studio and oriented to scientific computing you can check out <a href="https://www.spyder-ide.org">Spyder</a>.</p>
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+<section id="jupyter-notebook" class="level2" data-number="2.4">
+<h2 data-number="2.4" class="anchored" data-anchor-id="jupyter-notebook"><span class="header-section-number">2.4</span> Jupyter Notebook</h2>
 <p>Notebooks run on the browser and are a way to mix code with other kinds of data, such as images, videos or widgets. They are a very useful tool for explorative analysis. If you ever used something like <a href="https://www.wolfram.com/mathematica/">Mathematica</a> you’ll be already familiar with them.</p>
 <p>There are several versions of notebooks, we are going to use <a href="https://jupyterlab.readthedocs.io/en/latest/">JupyterLab</a>. Let’s install it:</p>
 <div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb6"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> add jupyterlab</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>

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-<p>In case you want to learn more about floating point numbers you can watch this <a href="https://www.youtube.com/watch?v=PZRI1IfStY0">great video</a>, but for now: it is just a way that computers have to <em>approximately</em> represent numbers. For the most part, we will not have to think too much about them starting our Python journey.</p>
+<p>For now: A floating point is just a way that computers have to <em>approximately</em> represent numbers. For the most part, we will not have to think too much about them starting our Python journey.</p>
+<p>In case you want to learn more about floating point numbers you can watch this great video: </p><div class="quarto-video ratio ratio-16x9"><iframe data-external="1" src="https://www.youtube.com/embed/PZRI1IfStY0" title="" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe></div><p></p>
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 <p>Python also has strings:</p>