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	<title>CERAS imply &#187; Bootcamp de programación</title>
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		<title>Curso de Java: desde cero a experto Gratis y Certificado</title>
		<link>http://www.cerasimply.com/curso-de-java-desde-cero-a-experto-gratis-y/</link>
		<comments>http://www.cerasimply.com/curso-de-java-desde-cero-a-experto-gratis-y/#comments</comments>
		<pubDate>Thu, 01 Feb 2024 21:32:57 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

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		<description><![CDATA[Este curso está diseñado para estudiantes que ya posean conocimientos sobre C++. Trabajará con plantillas y la Biblioteca de Plantillas Estándar, leerá y conocerá las funciones [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Este curso está diseñado para estudiantes que ya posean conocimientos sobre C++. Trabajará con plantillas y la Biblioteca de Plantillas Estándar, leerá y conocerá las funciones y clases de plantillas, y usará correctamente los métodos y las clases de plantillas, incluidas plantillas de terceros. Con el curso, perfeccionará sus capacidades tecnológicas, se distinguirá en el mercado laboral.</p>
<ul>
<li>Los servicios de computación en la nube o cloud computing implican utilizar un conjunto de servidores remotos conectados a Internet para almacenar datos o software.</li>
<li>Ahora, veamos cuáles son los cursos de programación más recomendados para que comiences en esta área.</li>
<li>Este curso de 4 semanas de la Universidad Autónoma de Madrid (uamx) se enfoca en hacer programas modulares a través de funciones y punteros en el lenguaje de programación C.</li>
<li>¿La Inteligencia Artificial va a reemplazar a los programadores?</li>
</ul>
<p>En el  curso aprenderás desde las bases de Python como lenguaje de programación hasta escribir tus primeras líneas de código funcional. Seguramente conoces que uno de los puestos de trabajo más demandados es el de los programadores. Hay millones de empresas contratando programadores por todo el mundo, incluso en época de recesión. Por eso es importante tener cursos de programación con certificados, te puede hacer resaltar ante otros candidatos.</p>
<h2>Curso de Introducción al Desarrollo Web: HTML y CSS (1/ – Google</h2>
<p>Conoce los principios básicos de  la seguridad online, y cómo puedes aplicarlos a tu trabajo y a tu negocio. No esperes más y da los primeros pasos para convertirte en un programador profesional! Aprender a programar <a href="https://bitcu.co/carrera-en-ti-bootcamp-de-programacion/">bootcamp de programación</a> se ha convertido en la base de muchas de las profesiones con más perspectivas de crecimiento. Esto se debe a que vivimos en un mundo cada vez más tecnológico, en el que la comunicación por Internet es indispensable.</p>
<p>Hacer un curso online en éstas temática, e independientemente del background de la persona, ayudará al estudiante a adquirir las habilidades técnicas necesarias para sobrevivir y resaltar en el mundo de la computación. Aprende a desarrollar un programa informático tomando <a href="https://bitcu.co/carrera-en-ti-bootcamp-de-programacion/">https://bitcu.co/carrera-en-ti-bootcamp-de-programacion/</a> en cuenta las claves para la resolución de problemas de programación dentro del marco del desarrollo de software. JavaScript es el lenguaje de programación que impulsa la web moderna. En este curso, aprenderá los conceptos básicos del desarrollo web con JavaScript.</p>
<h2>Ademass en el Web Summit 2023: ¡Qué Traemos para la Comunidad Dev!</h2>
<p>Se encarga de cerrar acuerdos con grandes compañías para que los miembros de la comunidad puedan encontrar mejores empleos. Cuando obtengas tu Certificado Profesional de Google, puedes añadirlo a tu CV y a tu página de LinkedIn. Después, empieza a buscar empresas o puestos en los que te gustaría trabajar y que exijan las habilidades que has adquirido.</p>
<p>¿Sabías que los lenguajes C y Java están en la lista de los mejores lenguajes de programación que puedes aprender? Hay 27,400 empleos disponibles para programadores Java a nivel mundial según indeed.com. Más de 10,400 empleos también están disponibles para aquellos que deseen aprender el lenguaje C. No tengas miedo, aprende a programar en java; aprovecha esta oportunidad y conviértete en un profesional competitivo en el mundo de la informática y ciencias de la computación. En los últimos años hemos visto que los rankings de los lenguajes de programación está entre C, Java y Python, cambiando de casillas año tras año pero peliando el primer lugar. Con los cursos en línea darás los primeros pasos en la programación informática.</p>
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		<title>Análisis de regresión: Qué es, tipos y cómo realizarlo</title>
		<link>http://www.cerasimply.com/analisis-de-regresion-que-es-tipos-y-como/</link>
		<comments>http://www.cerasimply.com/analisis-de-regresion-que-es-tipos-y-como/#comments</comments>
		<pubDate>Mon, 07 Mar 2022 10:15:48 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

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		<description><![CDATA[Muchas veces, las herramientas gratuitas sólo permiten una o dos cuentas de usuario. Con una herramienta de nivel empresarial, todo el equipo puede acceder a la [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Muchas veces, las herramientas gratuitas sólo permiten una o dos cuentas de usuario. Con una herramienta de nivel empresarial, todo el equipo puede acceder a la herramienta utilizando cuentas individuales. Las opciones de nivel empresarial le proporcionarán pruebas ilimitadas y otras funciones que no puede obtener de forma gratuita. La priorización de los casos evitará que el equipo de pruebas pierda de vista su cronograma.</p>
<ul>
<li>En algunos casos, el coeficiente simple se sustituye por un coeficiente estandarizado que demuestra la contribución de cada variable independiente para mover o provocar un cambio en la variable dependiente.</li>
<li>Por supuesto, las organizaciones a gran escala gestionan el uso de las pruebas rpa, las pruebas de regresión y otras durante el desarrollo, pero requiere planificación y coordinación entre los equipos.</li>
<li>De esta última salida vemos que el valor-P es 0.648, esto indica que la inclusión de la variable Weight no mejora el modelo mod2 (la misma conclusión se pudo obtener del summary).</li>
<li>Una de las herramientas prácticas para las pruebas de regresión visual automatizadas es Percy.</li>
<li>Por el contrario, las pruebas de regresión suelen realizarse únicamente cuando se actualizan los códigos del software o se introducen otros nuevos.</li>
<li>Las pruebas funcionales y de regresión son tipos de pruebas comunes que se utilizan en prácticamente todo el desarrollo de software.</li>
</ul>
<p>Usando la tabla al final del capítulo, determinar si\(r\) es significativo y la línea de mejor ajuste asociada a cada r se puede usar para predecir un\(y\) valor. Los grados de libertad en esta prueba son 2 porque esa es la diferencia entre el número de parámetros de los modelos. Otra forma de aplicar la prueba de significancia de la regresión es usando la función summary la cual nos entrega una parte de la tabla anova anterior (no toda la tabla anova).</p>
<h2>Pruebas de regresión: ¿cuáles las ventajas y los riesgos de su uso?</h2>
<p>Para AA, cuanto mayor sea el conjunto de datos, y cuanto mayor sea la desviación de XX alrededor de su media, más precisa será nuestra estimación de AA (es decir, menor será la SE (A) SE (A)). Te recomiendo leer este artículo sobre el análisis de datos para el crecimiento de tu negocio. Donde Y es una variable dependiente, β representa sus estimadores y la ε representa el residuo o error.</p>
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" width="304px" alt="Pruebas de regresión"/></p>
<p>Puede tratarse del programa principal o de cualquier código que haya tenido previamente problemas que deban solucionarse. Para comenzar las <a href="https://almomento.mx/conoce-el-curso-de-tester-de-software-que-te-ayudara-a-conseguir-un-empleo-ti/">Conoce el curso de tester de software que te ayudará a conseguir un empleo TI</a>, debe tener en cuenta su plan de pruebas de regresión. La creación de un plan detallado y completo le permite anticiparse a los errores y obtener los datos más valiosos posibles. Los probadores clasifican los casos de prueba desde los que perjudican completamente la función hasta los problemas más sencillos de “calidad de vida”. Las pruebas de  regresión selectivas se sitúan entre las pruebas de regresión correctivas y las de repetición. Limita el alcance de la prueba buscando el código afectado en un escenario específico.</p>
<h2>Prueba sobre todos los coeficientes</h2>
<p>Las actualizaciones y los cambios de las aplicaciones que dan lugar a problemas frecuentes, aunque no provoquen una interrupción total, son excelentes candidatos para las <a href="https://almomento.mx/conoce-el-curso-de-tester-de-software-que-te-ayudara-a-conseguir-un-empleo-ti/">https://almomento.mx/conoce-el-curso-de-tester-de-software-que-te-ayudara-a-conseguir-un-empleo-ti/</a>. Los problemas de software similares suelen tener una única causa raíz, que las pruebas de regresión pueden identificar. Aunque tanto las pruebas de regresión como las unitarias son tipos de pruebas de software, tienen propósitos bastante diferentes durante el ciclo de desarrollo. Sin embargo, los datos obtenidos en las pruebas unitarias suelen ser útiles a la hora de desarrollar escenarios de pruebas de regresión. Introducirá las pruebas a las que hay que dar prioridad, ya sean automatizadas o manuales, y luego leerá los resultados en el conjunto de pruebas.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="300px" alt="Pruebas de regresión"/></p>
<p>Esto lo decidimos con base en el coeficiente de correlación muestral\(r\) y el tamaño de la muestra\(n\). Aparte de una historia de calidad, riesgo e  imagen, el punto de ejecutar pruebas de regresión regularmente es ahorrar tiempo y dinero, ya que siempre es más complejo y costoso tener que arreglar un error en producción. Por no hablar de que estas son las pruebas más relevantes para automatizar y que la automatización también ahorra tiempo y dinero, pero volveremos a esto más adelante.</p>
]]></content:encoded>
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		<item>
		<title>Tipos de bases de datos que existen</title>
		<link>http://www.cerasimply.com/tipos-de-bases-de-datos-que-existen/</link>
		<comments>http://www.cerasimply.com/tipos-de-bases-de-datos-que-existen/#comments</comments>
		<pubDate>Mon, 30 Aug 2021 13:13:18 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

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		<description><![CDATA[En pocas palabras, hay distintos tipos de bases de datos que puedes tener en cuenta para optimizar la organización, estructuración y análisis de la información de [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>En pocas palabras, hay distintos tipos de bases de datos que puedes tener en cuenta para optimizar la organización, estructuración y análisis de la información de tu empresa. Es uno de los tipos de base datos que se crean por medio del uso de bases de datos relacionales, a través de la información en tablas. Pero se diferencian en que la estructura de las tablas corresponde a cubos de información.</p>
<div style='text-align:center'><iframe width='566' height='310' src='https://www.youtube.com/embed/859UkoFr56c' frameborder='0' alt='base de datos tipos' allowfullscreen></iframe></div>
<p>Estos tipos de base de datos también es conocida como “base de datos lógica” y  es muy compleja, ya que tiene íntima relación con las matemáticas y el cálculo relacional. Para hacer análisis correctamente con estos tipos de base de datos, es necesario que la persona conozca su estructura a través de sus tres tipos de segmentos o niveles. Esto permite que los datos puedan ser consultados de manera sencilla y con la seguridad de que no estén sesgados. Sin embargo, las bases de datos en la nube, a las que accedemos como servicio, nos ofrecen la posibilidad de alojar nuestros datos sin la necesidad de mantener un sistema gestor. El propio alojador se encargará de mantener los servidores de las bases de datos, asegurar la disponibilidad, optimizar su funcionamiento, etc.</p>
<h2>Cuáles son los tipos de bases de datos</h2>
<p>Las bases de datos más modernas tienen motores específicos para sacar informes de datos complejos. Además, el formato PDF ofrece opciones de seguridad avanzadas, como la encriptación de los datos y la protección con contraseñas, lo que garantiza la confidencialidad y la privacidad de la información <a href="https://laverdad.com.mx/2023/12/unico-en-mexico-y-el-mundo-el-bootcamp-de-programacion-de-tripleten/">https://laverdad.com.mx/2023/12/unico-en-mexico-y-el-mundo-el-bootcamp-de-programacion-de-tripleten/</a> almacenada. El formato PDF (Portable Document Format) es ampliamente utilizado para compartir documentos de manera segura y con un diseño consistente en diferentes dispositivos y sistemas operativos. No existe mayor diferencia entre las bases de datos multidimensionales y las BBDD relacionales.</p>
<p>A la vez, en comparación con los tipos de bases de datos anteriores, estas no usan el lenguaje SQL para consultas, sino como herramienta de apoyo. Tampoco te permiten organizar la información de forma jerárquica, porque todas las filas se encuentran en el mismo nivel y no se pueden colocar celdas subordinadas. De acuerdo con un análisis de Forbes, al establecer los datos en una base de datos relacional, que está preparada para Business Intelligence y&nbsp;Business Analytics, pueden convertirse en datos valiosos para la empresa. Esto, por medio de un procedimiento transformacional de los sistemas de transacciones operativos cotidianos de la empresa. Y al mismo tiempo, porque estos profesionales son requeridos por las organizaciones para mejorar los modelos de negocio y la toma de decisiones. Esta vía para almacenar datos es una de las más empleadas por las empresas hoy en día, razón por la cual el perfil de administrador de base de datos es altamente demandado en el mundo del trabajo.</p>
<h2>El lenguaje de las bases de datos: SQL</h2>
<p>Las bases de datos de grafos son ideales para aplicaciones que necesitan análisis complejos y búsqueda de patrones en grandes conjuntos de datos relacionales. Este tipo de base de datos es el más común que se utiliza con fines empresariales y contiene elementos que permiten ordenar y organizar la información de manera eficaz para su consulta. Suelen almacenar información como nombres y direcciones, contacto <a href="https://laverdad.com.mx/2023/12/unico-en-mexico-y-el-mundo-el-bootcamp-de-programacion-de-tripleten/">bootcamp de programación</a> de teléfono y correo electrónico, así como datos de facturación, entre otros. Este es el modelo utilizado en la actualidad para representar problemas reales y administrar datos dinámicamente. Tras ser postulados  sus fundamentos en 1970 por Edgar Frank Codd,[6]​ de los laboratorios IBM en San José (California), no tardó en consolidarse como un nuevo paradigma en los modelos de base de datos.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="303px" alt="base de datos tipos"/></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Cómo convertirte en un científico de datos</title>
		<link>http://www.cerasimply.com/como-convertirte-en-un-cientifico-de-datos/</link>
		<comments>http://www.cerasimply.com/como-convertirte-en-un-cientifico-de-datos/#comments</comments>
		<pubDate>Tue, 01 Jun 2021 13:07:27 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=5520</guid>
		<description><![CDATA[Cuanto más cerca esté el equipo técnico del producto, definitivamente mayores serán las oportunidades que puedan ver. Después de todos esos puntos, una gran recomendación es [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Cuanto más cerca esté el equipo técnico del producto, definitivamente mayores serán las oportunidades que puedan ver. Después de todos esos puntos, una gran recomendación es asegurarte de que los profesionales <a href="https://zacatecasonline.com.mx/tendencias/86286-bootcamp-programas-tripleten">bootcamp de programación</a> de datos entiendan el negocio en sí antes de lidiar con problemas técnicos. Experto en redacción de contenidos web sobre educación, especialmente en el sector de másteres y posgrados.</p>
<ul>
<li>Dado que la ciencia de datos suele utilizar grandes conjuntos de datos, es extremadamente importante contar con herramientas que se puedan escalar con el tamaño de los datos, sobre todo para proyectos con estrechos márgenes de tiempo.</li>
<li>También pueden añadir nodos de cálculo incremental para acelerar los trabajos de proceso de datos, y permitir a la empresa hacer concesiones a corto plazo a cambio de mayores resultados a largo plazo.</li>
<li>El científico de datos debe conocer cómo asociar información obtenida de distintas bases de datos y monitorizar los comportamientos de una población encuestada.</li>
<li>Al entenderlo, podemos inferir que no hay nada mejor que los expertos en negocios para apoyar los proyectos de conducción de datos.</li>
<li>La inmersión profunda en la comprensión del negocio no debe verse como un científico de datos que va más allá de su trabajo.</li>
</ul>
<p>Se requiere de experiencia en SQL, Oracle y MySQL, entre otras tecnologías de recopilación de datos. Pero a su vez, se debe saber escribir código para obtener resultados seguros con algoritmos. Pues no lo es tanto, porque nosotros, como todo el mundo, generamos información cada vez que consultamos internet, compramos en internet o consultamos nuestras redes sociales, pero esos datos son externos a la empresa y no tienen la misma estructura. También existe dataset con información pública generada por organismos, gubernamentales o privados, mediante censos o encuestas que nos pueden ser muy útiles y a los cuales necesitamos acceder. Puede que el mercado haya ido madurando y, por tanto, los salarios también se hayan ido reajustando a la oferta y la demanda. Pero también parece que en el futuro se seguirán necesitando científicos de datos que sean capaces de extraer el valor de toda la información que estamos generando.</p>
<h2>Las diferencias entre Business Intelligence y Big Data</h2>
<p>A menudo se espera que los científicos de datos formulen sus propias preguntas sobre los datos, mientras que los analistas de datos pueden apoyar a equipos que ya tienen objetivos establecidos. Un científico de datos también puede pasar más tiempo desarrollando modelos, utilizando el aprendizaje automático o incorporando programación avanzada para encontrar y analizar datos. El machine learning y el data mining son áreas fundamentales en la ciencia de datos. <a href="https://zacatecasonline.com.mx/tendencias/86286-bootcamp-programas-tripleten">https://zacatecasonline.com.mx/tendencias/86286-bootcamp-programas-tripleten</a> Los científicos de datos deben tener conocimientos sólidos en algoritmos de machine learning, técnicas de clasificación y regresión, así como experiencia en el uso de herramientas y librerías como scikit-learn o TensorFlow. Además, deben ser capaces de aplicar técnicas de data mining para descubrir patrones ocultos e insights en los datos. El manejo de herramientas de programación y lenguajes de programación es esencial para un científico de datos.</p>
<ul>
<li>Obtendrá todas las habilidades y conocimientos que necesita para convertirse en un científico de datos totalmente calificado.</li>
<li>Todo esto sin hablar de las numerosas herramientas para aprender lenguajes como Python o R.</li>
<li>Es posible conseguir un trabajo de científico de datos de nivel de entrada con un certificado de bootcamp—también puedes tomar bootcamps de codificación para mejorar tus habilidades del ámbito.</li>
<li>Tendrás manos a la obra con desafíos analíticos de la vida real, dándote la oportunidad de dominar R y desarrollar tus habilidades para resolver problemas.</li>
</ul>
<p>Por lo general,  puedes esperar un aumento de sueldo significativo a medida que asciendes en posiciones. Cuantos más años de experiencia ganes construyendo y compartiendo proyectos, mejor será tu carrera. Los científicos de datos senior ganan una media mensual de 52,647 pesos mexicanos—casi 20,000  pesos más al mes en comparación con los científicos de datos no senior [5].</p>
<h2>Cómo formarse para ser un Científico de Datos</h2>
<p>Estas habilidades no requieren la misma capacitación técnica o certificación formal, pero resultan igual de fundamentales a la hora de aplicar con rigor la ciencia de datos para resolver los problemas del negocio. Entonces, para expresarlo de manera sencilla, la ciencia de datos sirve para convertir datos internos o externos en un contenido de valor (información) para la toma de decisiones. En realidad, como cualquier iniciado sabe, en programación la elección de un lenguaje u otro siempre es complicada. La fiebre de los datos ha hecho que empecemos a escuchar hablar de esta disciplina por todos lados. Pero, no podemos dejar de preguntarnos si es una moda pasajera o los científicos de datos han venido para quedarse.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="301px" alt="como ser cientifico de datos"/></p>
<p>Recordemos que se precisan conocimientos estadísticos que un programador no suele tener y conocimientos informáticos que un estadístico no suele ni siquiera imaginar. Si te interesa una carrera en facturación y codificación médica, seguro te interesarán las mejores clases de codificacion medica online para comenzar. Un científico de datos gana un salario promedio de 30,000 pesos mensuales en México, según Talent.com [1]. Descubra por qué SAS es la plataforma analítica más confiable del mundo y por qué los analistas, clientes y expertos del sector aman SAS. A juicio de los investigadores, estos hallazgos ilustran el peligro del uso de fármacos con bajo nivel de evidencia para la gestión de futuras pandemias.</p>
<h2>Especialización en un sector o tecnología de Data Science</h2>
<p>Incluye todo lo que cubrirías en un curso de Data Science Master en una institución educativa tradicional. Además, obtendrá la certificación para cada curso que complete, y la participación en los talleres especializados se agregará instantáneamente a su cartera profesional. Si quieres ejercer un cargo de alto nivel en empresas de desarrollo de software y el sector financiero, una buena apuesta para tu futuro profesional es MIOTI Tech &amp; Business School. Aprenderás todo lo necesario para fortalecer tus conocimientos en informática, análisis y procesamiento de bases de datos. Un estudio de Kaggle de 2018 reveló que Python, SQL y R son los lenguajes de programación más populares.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="306px" alt="como ser cientifico de datos"/></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Las mejores herramientas para realizar pruebas de software</title>
		<link>http://www.cerasimply.com/las-mejores-herramientas-para-realizar-pruebas-de/</link>
		<comments>http://www.cerasimply.com/las-mejores-herramientas-para-realizar-pruebas-de/#comments</comments>
		<pubDate>Thu, 21 Jan 2021 17:54:26 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=6035</guid>
		<description><![CDATA[Esto significa que puedes resolver rápidamente todos los problemas identificados y concentrarte en mejorar la tecnología en lugar de luchar contra los problemas después del lanzamiento. [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Esto significa que puedes resolver rápidamente todos los problemas identificados y concentrarte en mejorar la tecnología en lugar de luchar contra los problemas después del  lanzamiento. Medir el rendimiento de las características y funcionalidades fundamentales del software le ayuda a tomar decisiones informadas y a planificar su estrategia empresarial sobre la configuración del software. La velocidad, la estabilidad y la precisión son algunos de los atributos significativos del rendimiento del software. Por lo tanto, probar tu aplicación en estos aspectos te permite controlar cómo se comporta el software bajo presión y te proporciona detalles cruciales sobre cómo puedes manejar la escalabilidad.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="304px" alt="herramientas de testing software"/></p>
<p>LoadNinja es una herramienta para pruebas de rendimiento y carga basada en la nube para aplicaciones y servicios web. Permite verificar si sus servidores web soportan una carga masiva y si los servidores son robustos y escalables. Existen varias herramientas de control de calidad que facilitan el aseguramiento de la calidad del software. La principal ventaja de JMeter es que puede realizar pruebas de <a href="https://negociosyempresa.com/el-curso-de-tester-de-software-que-necesitas/">https://negociosyempresa.com/el-curso-de-tester-de-software-que-necesitas/</a> carga y estrés con una gran cantidad de usuarios virtuales sin necesidad de hardware adicional. Además, ofrece una interfaz de usuario fácil de usar y soporte para diferentes protocolos, como HTTP, FTP y JDBC. La principal ventaja de Selenium es su capacidad para ejecutar pruebas en diferentes navegadores, lo que permite a los testers probar la compatibilidad del software en diferentes plataformas.</p>
<h2>Herramientas de pruebas de seguridad</h2>
<p>Ahora, el pepino realiza pruebas de automatización mediante la ejecución de definiciones de pasos y la validación del comportamiento del producto. Además, usando Cypress Studio, puedes automáticamenteally eneroate pruebas registrando las interacciones con su aplicación web. Además, proporcionan precisiónate resultados mediante la realización de pruebas consistentes y precisas, eliminando errores humanos. Ahora estamos en un mundo en el que tenemos herramientas para casi todas las tareas importantes, especialmenteally los repetitivos. En la misma línea, contamos con muchas herramientas inteligentes para pruebas en desarrollo y garantía de calidad. Telerik tiene muchas herramientas de interfaz de usuario y estoy seguro de que habrás oído hablar de Fiddler, un software de depuración.</p>
<ul>
<li>Comenzaremos por entender qué es QA y cómo puede beneficiar a las empresas, a continuación, abordaremos los desafíos comunes que se presentan en el testing QA y los diferentes tipos de prueba utilizados.</li>
<li>La principal ventaja de Postman es su capacidad para simplificar la gestión y el testing de API.</li>
<li>Permite realizar pruebas de extremo a extremo y monitortrabajando con miles de dispositivos en cientos de ubicaciones en redes WiFi y de operadores reales en todo el mundo.</li>
<li>StormForge también te permite minimizar los problemas y mejorar la experiencia del usuario final asegurando el rendimiento de la aplicación bajo carga y cumpliendo los SLA.</li>
<li>Las herramientas de software testing son esenciales para realizar pruebas precisas y efectivas en diferentes etapas del ciclo de vida del software.</li>
</ul>
<p>Anteriormente les decía que muchas herramientas se basaban en Selenium para extender sus funcionalidades, orientándolas hacia un producto específico, y Appium es un ejemplo. Esta prestigiosa herramienta fue creada en 2004 y se mantiene siendo de la familia de software libre y código abierto con licencia Apache License 2.0. Revisa la actualizaciónates para determinar con qué frecuencia se mantiene y actualiza la herramientaated. La herramienta ideal debería integrarse fácilmenteate con varias herramientas en su flujo de trabajo diario. Una herramienta de este tipo debería integrarate con sus herramientas de colaboración, herramientas de seguimiento de defectos y proveedores de infraestructura en la nube.</p>
<h2>Mejores prácticas y consideraciones para usar una herramienta de prueba de control de calidad de manera efectiva</h2>
<p>También conocida como tabla causa-efecto, es una técnica para funciones que responden a una combinación de entradas o eventos. Por ejemplo, prueba que el botón de envío esté habilitado si el usuario llena todos los campos obligatorios. Esta técnica de prueba de caja negra se basa <a href="https://negociosyempresa.com/el-curso-de-tester-de-software-que-necesitas/">El curso de tester de software que necesitas</a> en el principio de que, si un sistema  funciona bien para estos valores particulares, funcionará perfectamente para todos los valores que se encuentran entre los dos valores límite. Se encarga de validar qué tan bien se recupera la aplicación o el sistema de fallas o desastres.</p>
]]></content:encoded>
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		<item>
		<title>Análisis de Datos de Google Professional Certificate</title>
		<link>http://www.cerasimply.com/analisis-de-datos-de-google-professional/</link>
		<comments>http://www.cerasimply.com/analisis-de-datos-de-google-professional/#comments</comments>
		<pubDate>Thu, 17 Dec 2020 12:11:40 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=6489</guid>
		<description><![CDATA[Estos son los tipos de preguntas a los que te puedes ver obligado a responder como analista de datos. Sigue leyendo para encontrar más información sobre [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Estos son los tipos de preguntas a los que te puedes ver obligado a responder como analista de datos. Sigue leyendo para encontrar más información sobre qué es un analista de datos, qué habilidades necesitarás y cómo puedes iniciar el camino para convertirte en uno. ¿Está buscando un curso de gestión de proyectos para mejorar sus habilidades y seguir siendo empleable, incluso en el mercado laboral actual?</p>
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" width="304px" alt="curso data analyst"/></p>
<p>Puedes finalizar el programa en menos de 6&nbsp;meses, con una dedicación menor a 10&nbsp;horas semanales. La audiencia para este curso son profesionales de datos y profesionales de inteligencia empresarial que desean aprender cómo realizar análisis de datos con precisión utilizando Power BI. Este curso también está dirigido a aquellas personas que desarrollan informes que visualizan datos de las tecnologías de la plataforma de datos  que existen tanto en la nube como en las instalaciones.</p>
<h2>Why people choose Coursera for their career</h2>
<p>También explorará los temas de los informes de Power BI para crear una experiencia de informes unificada. Puede ser fácil concentrarte solo en los aspectos técnicos del análisis de datos, pero no descuides tus habilidades de comunicación. Un elemento <a href="https://www.marketeroslatam.com/migra-de-trabajo-con-este-curso-de-tester-de-software-que-te-prepara-para-la-industria-de-ti/">https://www.marketeroslatam.com/migra-de-trabajo-con-este-curso-de-tester-de-software-que-te-prepara-para-la-industria-de-ti/</a> importante de trabajar como analista de datos es presentar tus hallazgos  a los tomadores de decisiones y otras partes interesadas de la empresa. Contar una historia con tus datos ayudará a tu organización a tomar decisiones basadas en los mismos.</p>
<p>En general, el análisis de datos ayuda a los gerentes a tomar mejores decisiones. Las decisiones basadas en datos son más seguras y aportan resultados más satisfactorios. Además, el análisis de datosself puede generarate insights que resultan en mejoras empresariales. Armado con el conocimiento adecuado, puede convertirse en uno de los mejores analistas de datos del mercado, mientras invierte en outdateSi realiza cursos de análisis de datos, perderá mucho tiempo y dinero. Los paneles de Microsoft Power BI son diferentes de los informes de Power BI.</p>
<h2>¿Podré aprender programación R o Python?</h2>
<p>Descubre tendencias o conocimientos clave a partir de grandes volúmenes de información para, después, trasladar esa información a un contexto real y hacer que sea útil en la toma de decisiones de tu empresa. Si estás listo para comenzar a explorar una carrera como data analyst, construye habilidades laborales en menos de seis meses con el Certificado profesional de Análisis de datos de Google en Coursera. Aprende a limpiar, organizar, analizar, visualizar y presentar datos de la mano de los profesionales de datos de Google. Un data analyst, limpia y estudia conjuntos de datos para ayudar a resolver problemas. En este programa se enseña el lenguaje de programación de código abierto, R. Es un excelente punto de partida para el análisis de datos básicos y ofrece paquetes útiles para que las y los principiantes se postulen a sus proyectos.</p>
<ul>
<li>El curso utiliza 14 proyectos diferentes de la vida real para enseñar análisis de datos usando Python y R.</li>
<li>Este curso PL-300 Microsoft Power Bi Data Analyst discutirá los diversos métodos y las mejores prácticas que están en línea con los requisitos comerciales y técnicos para modelar, visualizar y analizar datos con Power BI.</li>
<li>Google también ofrece pasantías, que brindan capacitación y experiencia laboral en el trabajo, y algunas pasantías tambien proveen acceso al programa de Certificados de carrera de Google.</li>
<li>Sigue leyendo para encontrar más información sobre qué es un analista de datos, qué habilidades necesitarás y cómo puedes iniciar el camino para convertirte en uno.</li>
</ul>
<p>Obtendrá información sobre cómo usar Power BI para realizar funciones analíticas de datos, cómo identificar valores atípicos en los datos, cómo agrupar los datos y cómo discretizarlos para su análisis. Por último, trabajará con características analíticas avanzadas de Power BI, como Conclusiones rápidas, Conclusiones de IA y la característica Analizar. A medida que avanzas en tu carrera como analista de datos, considera <a href="https://www.gestionar-facil.com/curso-analista/">curso de analista de datos</a> cómo te gustaría avanzar y qué otras calificaciones pueden ayudarte a llegar allí. Las certificaciones, como el Certificado profesional de Análisis de datos de Google pueden ayudarte a calificar para puestos más avanzados con rangos salariales más altos. Mientras juegas con conjuntos de datos en el internet o completas tareas prácticas en tus clases, asegúrate de guardar tus mejores trabajos para tu portafolio.</p>
<h2>¿Cómo puedo conseguir un trabajo como analista de datos sin experiencia?‎</h2>
<p>Con capacidades visuales avanzadas, Power BI PL-300 de Microsoft facilita la creación de informes y paneles visualmente impactantes, mejorando la comunicación de datos. Aprender Power BI Data Analytics es esencial para realizar análisis efectivos, crear visualizaciones impactantes y consolidar datos de diversas fuentes para una comprensión profunda del negocio. Así como se aseguró de «no perder a nadie por el camino» de todos los que tomábamos el curso. Los analistas de datos exitosos comienzan este rol con la experiencia de trabajar con datos en la nube.</p>
<div style='text-align:center'><iframe width='560' height='315' src='https://www.youtube.com/embed/5vFuYfo_NV0' frameborder='0' alt='curso data analyst' allowfullscreen></iframe></div>
]]></content:encoded>
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		</item>
		<item>
		<title>¿Cómo ser un científico de datos? La profesión con más futuro</title>
		<link>http://www.cerasimply.com/como-ser-un-cientifico-de-datos-la-profesion-con/</link>
		<comments>http://www.cerasimply.com/como-ser-un-cientifico-de-datos-la-profesion-con/#comments</comments>
		<pubDate>Tue, 20 Oct 2020 18:10:30 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[Bootcamp de programación]]></category>

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		<description><![CDATA[Sin embargo, las habilidades de un científico de datos suelen ser más numerosas que las de un analista de datos típico. A nivel comparativo, los científicos [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>Sin embargo, las habilidades de un científico de datos suelen ser más numerosas que las de un analista de datos típico. A nivel comparativo, los científicos de datos utilizan lenguajes de programación comunes, como R y Python, para efectuar más inferencia estadística y visualización de datos. <a href="https://psicocode.com/miscelanea/curso-ciencia-datos-tripleten/">https://psicocode.com/miscelanea/curso-ciencia-datos-tripleten/</a> Hay dos formas principales de utilizar las habilidades de la ciencia de datos en tu carrera. Puedes aprovecharlas para convertirte en un profesional de la ciencia de los datos o pasar a desempeñar un papel relacionado con la analítica, como analista funcional de negocios o gestor de datos.</p>
<ul>
<li>En el informe se destaca la importancia de la transformación digital como clave para la innovación para lograr un sector más competitivo, más sostenible y esencial para la seguridad alimentaria, generando un gran impacto en las zonas rurales.</li>
<li>También se recomienda que se tengan conocimientos en programación y estadísticas con Python, un lenguaje de programación muy utilizado en este campo.</li>
<li>Los alimentos ultraprocesados se basan en elaboraciones complejas que utilizan muchos ingredientes y se producen en fábricas con importantes medidas de seguridad alimentaria.</li>
<li>Los datos son el recurso más abundante del planeta y, depende de cómo se mire, también uno de los más valiosos.</li>
<li>Los datos son la base de la innovación, pero el valor de estos datos proviene de la información que los científicos de datos pueden extraer de ellos y luego utilizar.</li>
</ul>
<p>Las nanodegrees de Udacity tienen un precio casi idéntico, lo que significa que se aplica el mismo precio a este curso que el mencionado anteriormente &#8211;&nbsp;$1486 si el curso completo se paga de una vez y $432 al mes si se pagan de forma &nbsp;individual. Teniendo en cuenta todos los videos y ejercicios, se estima que el curso tomará alrededor de 18 horas en completarse. Cada módulo tarda alrededor de 5 horas en completarse, lo que hace que el ritmo del curso sea ideal para muchas distintas agendas. Por otro lado, recuerda que la magia de la disputa de datos es solo un &#8220;cómo&#8221; para alcanzar los objetivos comerciales. Al entenderlo, podemos inferir que no hay nada mejor que los expertos en negocios para apoyar los proyectos de conducción de datos. Esto es muy similar a cuando los especialistas en marketing hacen su planificación anual, por ejemplo.</p>
<h2>Cómo es el perfil de un científico de datos</h2>
<p>El investigador del CSIC también analiza algunas de las aplicaciones surgidas recientemente para escanear etiquetas y ayudar al consumidor a tomar decisiones más saludables al hacer la compra. En todo caso, “no está claro qué sistema es el idóneo para incorporarse en los envases ni cuál es el más útil para identificar los alimentos ultraprocesados. Es paradójico, pero a pesar de vivir en la era de la información la ciudadanía, sobre todo las personas más jóvenes, se consideran desinformadas en este ámbito”, concluye. Si eres de quienes buscan material de aprendizaje para estudiar ciencia de datos a fondo, este curso de ciencia de datos en línea podría ser la opción perfecta para ti. Similar a la opción discutida anteriormente, este curso de Coursera, Herramientas del Científico de Datos está diseñado para ayudarte a formar una base de conocimientos de ciencia de datos mucho más sólida. Estos profesionales proceden de campos de estudio diversos, cuya formación es, habitualmente, técnica (ingenieros, matemáticos, científicos, etcétera).</p>
<div style='text-align:center'><iframe width='569' height='316' src='https://www.youtube.com/embed/_-jgGH7pNR8' frameborder='0' alt='como ser cientifico de datos' allowfullscreen></iframe></div>
<p>Dicho esto, si eliges saltarte la educación tradicional por completo y enfocarte en la educación individual &#8211; ¡no te preocupes! Aunque será un poco más difícil ser contratado, y buscaras en Google la pregunta ¨cómo convertirse en un data scientist¨ más frecuentemente, obtendrás un empleo en el campo. El único criterio verdadero para asegurar que trabajarás duro es que te apasione lo que haces. Lo que nos lleva a nuestro siguiente punto de discusión en este tutorial ¨cómo convertirse en un data scientist¨ &#8211; la motivación. En el informe se destaca la importancia de la transformación digital como clave para la innovación para lograr un sector más competitivo, más sostenible y esencial para la seguridad alimentaria, generando un gran impacto en las zonas rurales. Pero, ¿por qué comenzamos a salivar cuando vemos la imagen de una pizza en una caja o la foto de un bollo de chocolate?</p>
<h2>Actividades laborales comunes de los científicos de datos</h2>
<p>Esto se debe a la creciente necesidad de empresas de todos los sectores de aprovechar el enorme volumen de datos disponibles para tomar decisiones informadas y obtener ventajas competitivas.  Como resultado, existen numerosos caminos de carrera y oportunidades para aquellos interesados <a href="https://psicocode.com/miscelanea/curso-ciencia-datos-tripleten/">Una profesión para el futuro: Qué hay detrás del curso de ciencia de datos de Tripleten </a>  en convertirse en científicos de datos. Es común trabajar con SQL (Structured Query Language) para consultar, manipular y extraer información de bases de datos relacionales. Además, es importante tener conocimientos sobre sistemas de gestión de bases de datos, como MySQL o PostgreSQL.</p>
<ul>
<li>Ellos le proveerán de información privilegiada sobre lo que hacen los científicos de datos – y dónde encontrará los mejores empleos.</li>
<li>A diferencia de profesiones más tradicionales, no es necesario tener una licenciatura técnica o un máster para convertirse en un científico de datos.</li>
<li>Sin embargo, si quieres aumentar tus posibilidades de conseguir un puesto de científico de datos, deberías completar una maestría en ciencias de datos o en informática.</li>
<li>A medida que las empresas sigan transformándose, buscarán empleados con conocimientos de ciencia de datos y analítica que les ayuden a optimizar los recursos y a tomar decisiones basadas en datos.</li>
<li>Competencias en creación de Dashboards y visualización de datos, conocimientos de aprendizaje automático y Deep Learning, conocimiento sobre procesamiento del lenguaje natural (PNL), analítica escalable con Spark, etc.</li>
</ul>
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