Introducción a la Ciencia de Datos con Python

Course
es
Spanish
24 h
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  • From www.edx.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 4 Sequences
  • Introductive Level

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Course details

Syllabus

Semana 1: Introducción

Esta semana es un preámbulo al curso. Instalarás los softwares necesarios para trabajar en el contenido tanto de la primera semana, como de las restantes. Aprenderás conceptos fundamentales de Python, como los tipos de variables, estructuras de control, funciones y las estructuras de datos.

Semana 2: Recolección y preparación de datos

Abordarás el uso de la librería Pandas aplicado a la gestión de dataframes para recolectar, indexar y analizar eventos mediante series de tiempo. Aprenderás a utilizar el Web Scraping para recolectar datos a través del internet. Además, conocerás diferentes métodos para la limpieza de los datos recolectados.

Semana 3: Visualización de datos

Generarás diferentes gráficos y visualizaciones mediante la librería Matplotlib; lo que te ayudará a compartir tus hallazgos de una manera amigable y comprensible.

Semana 4: Manejo de bases de datos

Conocerás acerca de las bases de datos y darás una introducción a SQL, la cual es un lenguaje utilizado para la gestión de Databases.

Prerequisite

Conocimientos básicos de programación.

Instructors

Eduardo Rodríguez del Angel
Dr. en Ciencias de la Computación
Universidades Anáhuac

Jorge Alberto Cerecedo Cordoba
Dr. en Ciencias de la Computación
Universidades Anáhuac

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