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<!DOCTYPE html>
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<h1><a href="https://relopezbriega.github.io/">Raul E. Lopez Briega</a></h1>
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<a href="https://relopezbriega.github.io/blog/2016/06/05/tensorflow-y-redes-neuronales/">TensorFlow y Redes Neuronales</a>
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<p class="meta"><time datetime="2016-06-05T00:00:00-03:00" pubdate>dom 05 junio 2016</time></p>
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<h2 id="Sobre-TensoFlow">Sobre TensoFlow<a class="anchor-link" href="#Sobre-TensoFlow">¶</a></h2><p><a href="https://www.tensorflow.org/">TensorFlow</a> es una biblioteca open source desarrollada por Google que nos permite realizar cálculos numéricos usando diagramas de flujo de datos. Los <a href="https://es.wikipedia.org/wiki/V%C3%A9rtice_(teor%C3%ADa_de_grafos)">nodos</a> del <a href="https://es.wikipedia.org/wiki/Grafo">grafo</a> representan operaciones matemáticas, mientras que los <a href="https://es.wikipedia.org/wiki/Arista_(teor%C3%ADa_de_grafos)">arcos</a> del <a href="https://es.wikipedia.org/wiki/Grafo">grafo</a> representan los arreglos de datos multidimensionales (<a href="https://es.wikipedia.org/wiki/C%C3%A1lculo_tensorial">tensores</a>) comunicados entre ellos. Esta arquitectura flexible nos …</p></div></div></div></div>
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<p class="meta"><time datetime="2016-05-29T00:00:00-03:00" pubdate>dom 29 mayo 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2>
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<p>Uno de los conceptos más importantes en <a href="https://relopezbriega.github.io/tag/machine-learning.html">Machine Learning</a> es el <strong><em><a href="https://en.wikipedia.org/wiki/Overfitting">overfitting</a> o <a href="https://es.wikipedia.org/wiki/Sobreajuste">sobreajuste</a></em></strong> del modelo. Comprender como un modelo se <em>ajusta</em> a los datos es muy importante para entender las causas de baja precisión en las predicciones. Un modelo va a estar <em><a href="https://es.wikipedia.org/wiki/Sobreajuste">sobreajustado</a></em> cuando vemos que se desempeña …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/04/15/ejemplo-de-machine-learning-con-python-seleccion-de-atributos/">Ejemplo de Machine Learning con Python - Selección de atributos</a>
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<p class="meta"><time datetime="2016-04-15T00:00:00-03:00" pubdate>vie 15 abril 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Continuando donde nos quedamos en el artículo anterior <a href="https://relopezbriega.github.io/blog/2016/04/08/ejemplo-de-machine-learning-con-python-preprocesamiento-y-exploracion/">Ejemplo de Machine Learning - preprocesamiento y exploración</a>; ahora es tiempo de ingresar en el terreno de la <a href="https://en.wikipedia.org/wiki/Feature_selection">selección de atributos</a>.</p>
<h2 id="¿En-qué-consiste-la-selección-de-atributos?">¿En qué consiste la selección de atributos?<a class="anchor-link" href="#¿En-qué-consiste-la-selección-de-atributos?">¶</a></h2><p>La <a href="https://en.wikipedia.org/wiki/Feature_selection">selección de atributos</a> es el proceso por el cual seleccionamos un subconjunto de …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/04/08/ejemplo-de-machine-learning-con-python-preprocesamiento-y-exploracion/">Ejemplo de Machine Learning con Python - Preprocesamiento y exploración</a>
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<p class="meta"><time datetime="2016-04-08T00:00:00-03:00" pubdate>vie 08 abril 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>En mi artículo <a href="https://relopezbriega.github.io/blog/2015/10/10/machine-learning-con-python/">Machine Learning con Python</a>, hice una breve introducción a los principales conceptos que debemos conocer de <a href="https://relopezbriega.github.io/tag/machine-learning.html">Machine Learning</a>. En este artículo, la idea es profundizar un poco más en ellos y presentar algunos conceptos nuevos con la ayuda de un ejemplo práctico.</p>
<h3 id="Descripción-del-ejemplo">Descripción del ejemplo<a class="anchor-link" href="#Descripción-del-ejemplo">¶</a></h3><p>En …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/03/13/analisis-de-datos-cuantitativos-con-python/">Análisis de datos cuantitativos con Python</a>
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<p class="meta"><time datetime="2016-03-13T00:00:00-03:00" pubdate>dom 13 marzo 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>En mi artículo anterior, <a href="https://relopezbriega.github.io/blog/2016/02/29/analisis-de-datos-categoricos-con-python/">Análisis de datos categóricos con Python</a>, mencione la importancia de reconocer los distintos tipos de <a href="https://es.wikipedia.org/wiki/Dato">datos</a> con que nos podemos encontrar al realizar análisis <a href="https://relopezbriega.github.io/tag/estadistica.html">estadísticos</a> y vimos también como podemos trabajar con los <a href="https://en.wikipedia.org/wiki/Categorical_variable">datos categóricos</a>. En esta oportunidad, vamos a ver como podemos manipular, interpretar …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/02/29/analisis-de-datos-categoricos-con-python/">Análisis de datos categóricos con Python</a>
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<p class="meta"><time datetime="2016-02-29T00:00:00-03:00" pubdate>lun 29 febrero 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Cuando trabajamos con <a href="https://relopezbriega.github.io/tag/estadistica.html">estadísticas</a>, es importante reconocer los diferentes tipos de <a href="https://es.wikipedia.org/wiki/Dato">datos</a>: numéricos (<a href="https://es.wikipedia.org/wiki/Variable_discreta_y_variable_continua">discretos y continuos</a>), <a href="https://en.wikipedia.org/wiki/Categorical_variable">categóricos</a> y ordinales. Los <a href="https://es.wikipedia.org/wiki/Dato">datos</a> no son más que observaciones del mundo en que vivimos, por tanto, los mismos pueden venir en diferentes formas, no solo numérica. Por ejemplo, si le preguntáramos a …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/02/10/mas-algebra-lineal-con-python/">Más Álgebra lineal con Python</a>
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<p class="meta"><time datetime="2016-02-10T00:00:00-03:00" pubdate>mié 10 febrero 2016</time></p>
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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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<a href="https://relopezbriega.github.io/blog/2016/01/27/ecuaciones-en-derivadas-parciales-con-python/">Ecuaciones en derivadas parciales con Python</a>
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<p class="meta"><time datetime="2016-01-27T00:00:00-03:00" pubdate>mié 27 enero 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Nuestra comprensión de los procesos fundamentales de la naturaleza se basa en gran medida en <a href="https://es.wikipedia.org/wiki/Ecuaci%C3%B3n_en_derivadas_parciales">Ecuaciones en derivadas parciales</a>. Ejemplos de ello son las vibraciones de los sólidos, la dinámica de los fluidos, la difusión de los productos químicos, la propagación del calor, la estructura de las moléculas, las …</p></div></div></div></div>
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<p class="meta"><time datetime="2016-01-10T00:00:00-03:00" pubdate>dom 10 enero 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Vivimos en un mundo en constante cambio. La posición de la Tierra cambia con el tiempo; la velocidad de un objeto en caída libre cambia con la distancia; el área de un círculo cambia según el tamaño de su <em>radio</em>; la trayectoria de un proyectil cambia según la velocidad …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2015/12/13/el-numero-e-el-numero-de-las-finanzas/">El número $e$. El número de las finanzas</a>
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<p class="meta"><time datetime="2015-12-13T00:00:00-03:00" pubdate>dom 13 diciembre 2015</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>El artículo de hoy se lo voy a dedicar a uno los números más fascinantes de las <a href="https://es.wikipedia.org/wiki/Matem%C3%A1ticas">Matemáticas</a>, el número <a href="https://es.wikipedia.org/wiki/N%C3%BAmero_e">$e$</a>. Este número es de suma importancia, ya que lo podemos encontrar en una gran variedad de fenómenos, desde Física y Biología, hasta Finanzas, Arte y Música. Así como …</p></div></div></div></div>
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