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<!DOCTYPE html>
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<title> Linear Algebra With Python </title>
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<h1><b>Linear Algeba With Python</b>
</h1>
<h1 style="margin-top: -40px;">
<span style="font-size: 0.5em;">An Analytical
and Computational Visual Guide</span>
</h1>
<p class="hide-small author"
style="margin-top: -30px;">Weijie Chen <br>
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<p> <i>Linear Algebra with Python</i> is designed to
provide a comprehensive
refresher on the essential concepts of linear
algebra, tailored for professionals and students in
fields such as statistics, econometrics,
quantitative analysis, and data science. Whether
you're a seasoned expert or someone looking to
solidify your foundational knowledge, this guide
offers an in-depth exploration of critical topics in
linear algebra, enriched with Python-based
computation and visualization.</p>
<p>Throughout this book, we will delve into key concepts
that are pivotal for advanced quantitative skill
sets, including linear combinations, vector spaces,
linear transformations, eigenvalues and
eigenvectors, diagonalization, singular value
decomposition, and more. Each concept is carefully
explained and demonstrated with Python, making
abstract ideas more concrete and applicable to
real-world scenarios.</p>
<p>Ready to get started? Skip ahead to the <a
href="content/table_of_contents.html">Table of
Contents.</a>
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<hr>
<h2 style="text-align: center;">WHAT IT IS ABOUT</h2>
<div
style=" text-wrap: wrap; display: flex; justify-content: center;">
<div style="padding: 0 5px;">
<a target="_blank"
href="https://www.geogebra.org">
<strong>GeoGebra</strong></a>
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<strong>p5.js</strong></a>
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<strong>Cindy.js</strong>
</a>
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<strong>MathCell.js</strong>
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<h2 style="text-align: center;">ISSUES?</h2>
<p>If you come across any applets that aren't working as
they should, examples that could use a clearer
explanation, or even just a typo, I'd really
appreciate it if you could let me know.
Feel free to report any issues to project's GitHub repository
<a
href="https://github.com/weijie-chen/Linear-Algebra-With-Python/issues">
</a>
</p>
<hr>
<h2 style="text-align: center;">DESIGN CREDITS</h2>
<p>
The design of this site was inpired by the
fantastic book
<a
href="https://www.jeffreythompson.org/collision-detection/index.php"
target="_blank">Collision
Detection</a>
written by <a
href="https://www.jeffreythompson.org/"
target="_blank">Jeffrey Thompson</a>.
The current version, released in 2024, was built
thanks to the following projects:
</p>
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<h2 style="text-align: center;" id="support">SUPPORT
THIS PROJECT</h2>
<p>If you like my work, you can support it using the
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<hr>
<h2 style="text-align: center;">NAVIGATION</h2>
<p>OK, let's begin! Click the link at the bottom the
page, or the arrows at the top, to
move to the next chapter. The <strong>Complex
Analysis</strong> link at the top will
take you back to the <a
href="content/table_of_contents.html">Table of
Contents</a>.</p>
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