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<li class="toctree-l1"><a class="reference internal" href="module_1.html">Module 1: Getting Started with Python</a></li>
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<li class="toctree-l1"><a class="reference internal" href="module_2_problems.html">Module 2: Problems</a></li>
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<li class="toctree-l1 current"><a class="current reference internal" href="#">Module 3: Problems</a><ul>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/ComputeAccuracy.html">Measuring the Accuracy of a Classification Model</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html">Playing Darts and Estimating Pi</a></li>
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<div class="section" id="module-3-problems">
<h1>Module 3: Problems<a class="headerlink" href="#module-3-problems" title="Permalink to this headline"></a></h1>
<p>This section presents the reader with problems to exercise their understanding of the materials that were presented in the Essentials of NumPy module. They are meant to be worked through after having read through the module in its entirety. Accompanying each problem is a solution and explanation, which include links to the relevant sections of Python Like You Mean It. The solutions are also designed to emphasize good coding practices.</p>
<p>These problems were written by former students of mine and PLYMI readers. Have you written a piece of code that would make for a good exercise for a Python user? Consider submitting a problem and solution to be included here!</p>
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<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/ComputeAccuracy.html">Measuring the Accuracy of a Classification Model</a><ul>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/ComputeAccuracy.html#Unvectorized-Solution">Unvectorized Solution</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/ComputeAccuracy.html#Vectorized-Solution">Vectorized Solution</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html">Playing Darts and Estimating Pi</a><ul>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Problem-1">Problem 1</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Relevant-Reading">Relevant Reading</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Tips">Tips</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Solution-(Unvectorized)">Solution (Unvectorized)</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Solution-(Vectorized)">Solution (Vectorized)</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Problem-2">Problem 2</a></li>
<li class="toctree-l2"><a class="reference internal" href="Module3_IntroducingNumpy/Problems/Approximating_pi.html#Solution">Solution</a></li>
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