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algebra.html
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algebra.html
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<!DOCTYPE html>
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<title>Raul E. Lopez Briega - Algebra category</title>
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<meta name="description" content="Todo sobre python aplicado a las ciencias. Análisis de datos, matemáticas, machine learning, inteligencia artificial, probabilidad y estadística">
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Cuando trabajamos en problemas de <a href="https://relopezbriega.github.io/tag/machine-learning.html">Machine Learning</a>, muchas veces nos vamos a encontrar con enormes <a href="https://es.wikipedia.org/wiki/Conjunto_de_datos">conjuntos de datos</a>, con cientos o miles de características o <em>features</em>. Una forma simple de reducir las dimensiones de estas características es aplicar alguna técnica de <strong><a href="https://es.wikipedia.org/wiki/Factorizaci%C3%B3n_de_matrices">Factorización de matrices</a></strong>. La <strong><a href="https://es.wikipedia.org/wiki/Factorizaci%C3%B3n_de_matrices">Factorización de matrices</a></strong> tiene …</p></div></div></div></div>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>El <a href="https://relopezbriega.github.io/tag/algebra.html">Álgebra lineal</a> constituye la base de gran parte de las matemáticas modernas, ya sea en su fase teórica, aplicada, o computacional. Es un área activa que tiene conexiones con muchas áreas dentro y fuera de las matemáticas, como ser: el <a href="https://es.wikipedia.org/wiki/An%C3%A1lisis_funcional">análisis funcional</a>, las <a href="https://relopezbriega.github.io/tag/ecuaciones-diferenciales.html">ecuaciones diferenciales</a>, la <a href="https://es.wikipedia.org/wiki/Investigaci%C3%B3n_de_operaciones">investigación operativa …</a></p></div></div></div></div>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Una de las herramientas matemáticas más utilizadas en <a href="https://es.wikipedia.org/wiki/Machine_learning">machine learning</a> y <a href="https://es.wikipedia.org/wiki/Miner%C3%ADa_de_datos">data mining</a> es el <a href="https://es.wikipedia.org/wiki/%C3%81lgebra_lineal">Álgebra lineal</a>; por tanto, si queremos incursionar en el fascinante mundo del aprendizaje automático y el análisis de datos es importante reforzar los conceptos que forman parte de sus cimientos.</p>
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