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Análisis de Datos con IA y Python en 10 Días. De 0 a Reporte

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Análisis de Datos con IA y Python en 10 Días. De 0 a Reporte es un curso 100 % práctico que te lleva, paso a paso, desde los fundamentos hasta la entrega de informes profesionales en Excel y PDF. Aprenderás a construir un flujo de trabajo completo de analítica: recolección, limpieza, exploración, visualización y reporte, utilizando Python y las librerías clave de la industria, con la IA como asistente para acelerar tu productividad.

Comenzamos con una introducción clara al análisis de datos y al flujo de trabajo profesional. Luego dominamos las bibliotecas esenciales: NumPy para cómputo numérico, Pandas para manipulación tabular, y Matplotlib y Seaborn para visualización. Practicarás la extracción de datos desde múltiples fuentes (archivos comunes, Excel, JSON y una API) y aplicarás técnicas rigurosas de calidad de datos: detección y tratamiento de nulos, duplicados, valores incorrectos y outliers, así como normalización, creación de columnas derivadas, agrupaciones y reestructuración.

Entrenarás un pensamiento analítico sólido con estadística descriptiva (tendencia central, dispersión, percentiles) y desarrollarás visualizaciones efectivas para comunicar hallazgos. Además, dedicarás un bloque al análisis temporal: manejo de fechas, resampling y gráficos de series. Cerramos integrando todo en reportes listos para negocio: hojas de Excel automatizadas y documentos PDF generados a partir de tus resultados.

Para que avances con confianza, el curso incluye cuestionarios breves y seis asignaciones prácticas distribuidas a lo largo del programa, más un proyecto integrador con datos reales. La IA se incorpora de forma transversal: la emplearemos para crear borradores de código, listas de verificación de calidad, explicación de errores y plantillas de reportes, siempre con criterio y buenas prácticas. Este curso es para principiantes y para quienes quieran formalizar su proceso analítico.

Solo necesitas curiosidad, ganas de practicar y un entorno básico de Python con Jupyter o Colab. Al finalizar, contarás con un portafolio mínimo: un informe completo y reproducible que podrás presentar en tu trabajo o incluir en tu CV.

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Análisis de Datos con IA y Python en 10 Días. De 0 a Reporte

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