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<!DOCTYPE html>
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<title>Raul E. Lopez Briega</title>
<meta name="author" content="Raul E. Lopez Briega">
<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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title="Raul E. Lopez Briega Atom Feed" />
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>El cerebro es el órgano más increíble del cuerpo humano. Establece la forma en que percibimos las imágenes, el sonido, los olores, los sabores y el tacto. Nos permite almacenar recuerdos, experimentar emociones e incluso soñar. Sin …</p></div></div></div></div>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>La <a href="https://es.wikipedia.org/wiki/Optimizaci%C3%B3n_(matem%C3%A1tica)">optimización</a> es fundamental para cualquier problema relacionado con la toma de decisiones, ya sea en <a href="https://es.wikipedia.org/wiki/Ingenier%C3%ADa">ingeniería</a> o en <a href="https://es.wikipedia.org/wiki/Econom%C3%ADa">ciencias económicas</a>. La tarea de tomar decisiones implica elegir entre varias alternativas. Esta opción va a estar gobernada por nuestro deseo de tomar la "mejor" decisión posible. Que tan <em>buena …</em></p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2017/01/10/introduccion-a-los-metodos-de-monte-carlo-con-python/">Introducción a los métodos de Monte-Carlo con Python</a>
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<p class="meta"><time datetime="2017-01-10T00:00:00-03:00" pubdate>mar 10 enero 2017</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>En el cierre de mi <a href="https://relopezbriega.github.io/blog/2016/11/26/introduccion-a-la-teoria-de-probabilidad-con-python/">artículo anterior</a>, comentaba sobre la sorprendente influencia que han tenido los <a href="https://es.wikipedia.org/wiki/N%C3%BAmero_aleatorio">números aleatorios</a>, que junto con el poder de cálculo que nos proporcionan las computadoras modernas; nos han ayudado a resolver muchos de los problemas numéricos más complejos en ciencia, ingeniería, <a href="https://relopezbriega.github.io/category/finanzas.html">finanzas</a> y <a href="https://relopezbriega.github.io/category/pobabilidad-y-estadistica.html">estadísticas …</a></p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/11/26/introduccion-a-la-teoria-de-probabilidad-con-python/">Introducción a la teoría de probabilidad con Python</a>
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<p class="meta"><time datetime="2016-11-26T00:00:00-03:00" pubdate>sáb 26 noviembre 2016</time></p>
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<blockquote><p>"En el fondo, la teoría de probabilidades es sólo sentido común expresado con números"</p>
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<p><strong><em><a href="https://es.wikipedia.org/wiki/Pierre-Simon_Laplace">Pierre Simon de Laplace</a></em></strong></p>
<h2 id="Introducción:-probabilidad-y-sentido-común">Introducción: probabilidad y sentido común<a class="anchor-link" href="#Introducción:-probabilidad-y-sentido-común">¶</a></h2><p>La incertidumbre constituye una pieza fundamental del mundo en que vivimos, en parte hace la vida mucho más interesante, ya que sería muy aburrido si todo fuera …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/09/26/series-de-tiempo-con-python/">Series de tiempo con Python</a>
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<p class="meta"><time datetime="2016-09-26T00:00:00-03:00" pubdate>lun 26 septiembre 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Los datos obtenidos a partir de observaciones recogidas a lo largo del tiempo son extremadamente comunes. En los negocios, observamos las tasas de interés de la semana, los precios de cierre de las acciones diarios, los índices de precios mensuales, las cifras de ventas anuales, y así sucesivamente. En …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/09/18/visualizaciones-de-datos-con-python/">Visualizaciones de datos con Python</a>
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<p class="meta"><time datetime="2016-09-18T00:00:00-03:00" pubdate>dom 18 septiembre 2016</time></p>
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<p><img alt="Visualizaciones de datos con Python" title="Visualizaciones de datos con Python" src="https://relopezbriega.github.io/images/DataViz.png" high=400px width=600px></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Las visualizaciones son una herramienta fundamental para entender y compartir ideas sobre los datos. La visualización correcta puede ayudar a expresar una idea central, o abrir un espacio para una más profunda investigación; con ella se puede conseguir que todo el mundo hable sobre un <a href="https://es.wikipedia.org/wiki/Conjunto_de_datos">conjunto de datos</a>, o …</p></div></div></div></div>
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<p class="meta"><time datetime="2016-09-13T00:00:00-03:00" pubdate>mar 13 septiembre 2016</time></p>
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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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<a href="https://relopezbriega.github.io/blog/2016/08/02/redes-neuronales-convolucionales-con-tensorflow/">Redes neuronales convolucionales con TensorFlow</a>
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<p class="meta"><time datetime="2016-08-02T00:00:00-03:00" pubdate>mar 02 agosto 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>De más esta decir que el sentido de la <a href="https://es.wikipedia.org/wiki/Visi%C3%B3n">visión</a> es uno de los grandes prodigios de la Naturaleza. En fracciones de segundos, podemos identificar objetos dentro de nuestro campo de visión, sin siquiera detenernos a pensar en ello. Pero no sólo podemos nombrar estos objetos que observamos, sino …</p></div></div></div></div>
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<a href="https://relopezbriega.github.io/blog/2016/06/29/distribuciones-de-probabilidad-con-python/">Distribuciones de probabilidad con Python</a>
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<p class="meta"><time datetime="2016-06-29T00:00:00-03:00" pubdate>mié 29 junio 2016</time></p>
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<h2 id="Introducción">Introducción<a class="anchor-link" href="#Introducción">¶</a></h2><p>Las <a href="https://es.wikipedia.org/wiki/Variable_aleatoria">variables aleatorias</a> han llegado a desempeñar un papel importante en casi todos los campos de estudio: en la <a href="https://es.wikipedia.org/wiki/F%C3%ADsica">Física</a>, la <a href="https://es.wikipedia.org/wiki/Qu%C3%ADmica">Química</a> y la <a href="https://es.wikipedia.org/wiki/Ingenier%C3%ADa">Ingeniería</a>; y especialmente en las ciencias biológicas y sociales. Estas <a href="https://es.wikipedia.org/wiki/Variable_aleatoria">variables aleatorias</a> son medidas y analizadas en términos
de sus propiedades <a href="https://es.wikipedia.org/wiki/Estad%C3%ADstica">estadísticas</a> y <a href="https://es.wikipedia.org/wiki/Probabilidad">probabilísticas</a>, de …</p></div></div></div></div>
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