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Germán Enrique Bravo Córdoba and Andrés Ernesto Guhl Corpas

El curso modelaje y análisis con información georreferenciada busca que comprendas la diversidad y el potencial de los datos geográficos. En el curso podrás utilizarlos en ejemplos básicos para modelar, procesar y analizar problemas donde la ubicación juega un rol importante. Todo esto con el fin de encontrar soluciones que te permiten un primer acercamiento práctico para el procesamiento de este tipo de datos no tradicionales.

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El curso modelaje y análisis con información georreferenciada busca que comprendas la diversidad y el potencial de los datos geográficos. En el curso podrás utilizarlos en ejemplos básicos para modelar, procesar y analizar problemas donde la ubicación juega un rol importante. Todo esto con el fin de encontrar soluciones que te permiten un primer acercamiento práctico para el procesamiento de este tipo de datos no tradicionales.

El curso está dirigido a personas con intereses relacionados a explorar la información geográfica, uso de plataformas para el manejo de información de observación de la tierra, que tengan buen nivel de comprensión lectora en inglés, sepan leer mapas y tengan conocimiento básico sobre programación. El lenguaje utilizado es Python y se proveen tutoriales básicos que permiten entender y desarrollar las actividades planteadas.

Este curso requiere de la instalación de un programa especial, es recomendable que el equipo cuente con las siguientes especificaciones minimas:

Computador con mínimo 8 GB de Memoria RAM. 

Sistema Operativo Windows 10 

Espacio en disco disponible 20 GB 

Conexión a internet estable para descargar información geográfica

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What's inside

Syllabus

¿Qué es, cómo es y para qué sirve la información geográfica?
Te damos la bienvenida al módulo 1 de nuestro curso. En este módulo respondemos a las preguntas ¿Qué es, cómo es y para qué sirve la información geográfica? Para ello nos centramos en aprender sobre la potencia de la información geográfica, el marco de referencia geográfico y el modelaje y representación de la información geográfica.
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¿Qué podemos hacer con la información geográfica?
Bienvenido al segundo módulo del curso. En este módulo responderemos a la pregunta ¿Qué podemos hacer con la información geográfica? Para ellos nos centraremos en estudiar cuatro temas principales: El análisis espacial y cuáles SIG hay disponibles, las operaciones básicas y el uso de análisis espacial y aprenderemos cómo resolver problemas espaciales más complejos mediante el modelamiento cartográfico.
Cambio climático y mal de Chagas en Colombia
Te damos la bienvenida al tercer módulo del curso. En este módulo nos enfocaremos en aprender acerca del cambio climático y el mal de Chagas, muy conocido en Colombia. Para ello, avanzaremos en tres temas principales: cómo preparar la información geográfica en temas de salud humana y el cambio climático, ubicaremos dónde está el mal de Chagas en Colombia como caso de estudio, y reflexionaremos sobre condiciones del futuro para mapear el mal de Chagas, como análisis de un caso. 
Observación de la Tierra con sensores remotos
Te damos la bienvenida al cuarto y último módulo del curso. En este módulo nos enfocaremos en el tema de la observación de la tierra con sensores remotos. Para ello entenderemos y trabajaremos con los cubos de datos y realizaremos nuestra actividad de proyecto final.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Esta pensado para personas que buscan aprender sobre el manejo de información geográfica, desde lo básico hasta lo más avanzado
Fortalece conocimientos en el manejo de datos geográficos
Los instructores son expertos en el tema y reconocidos por su trabajo en el campo de la información geográfica
El curso ofrece un enfoque práctico a través de ejemplos y ejercicios, lo que permite a los estudiantes aplicar los conceptos aprendidos
Requiere acceso a un computador con ciertas especificaciones mínimas de hardware y software
Está dirigido a personas con conocimientos previos en inglés, lectura de mapas y programación básica en Python

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Modelaje y Análisis con información georreferenciada with these activities:
Asiste a un seminario sobre SIG y geografía
Amplía tu red y obtén información actualizada sobre la industria asistiendo a un seminario relacionado con el curso.
Show steps
  • Identifica seminarios o conferencias relevantes en tu área.
  • Regístrate y asiste al evento.
  • Interactúa con otros asistentes y comparte conocimientos.
Review basics of GIS
Understanding the fundamentals of GIS will allow you to easily understand the materials covered in this course
Show steps
  • Review concepts such as spatial data, geospatial analysis, and GIS software
  • Practice using basic GIS software for data visualization and analysis
Ejercicios de análisis espacial con Python
Mejora tus habilidades de análisis espacial resolviendo ejercicios prácticos utilizando Python.
Browse courses on Python
Show steps
  • Encuentra conjuntos de ejercicios de análisis espacial en línea o en libros de texto.
  • Resuelve los ejercicios utilizando bibliotecas de Python como GeoPandas, Shapely o PySal.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Complete Python programming exercises
Python is the main programming language used in this course. Completing exercises will help you master the basics of Python programming
Browse courses on Python Programming
Show steps
  • Find online or textbook exercises on Python programming
  • Solve the exercises and check your answers against provided solutions
Reconstrucción 3D con QGIS
Mejora tu comprensión de la reconstrucción 3D explorando tutoriales guiados sobre el uso de QGIS.
Browse courses on QGIS
Show steps
  • Identifica tutoriales relevantes sobre reconstrucción 3D con QGIS.
  • Sigue los pasos de los tutoriales para reconstruir modelos 3D.
  • Experimenta con diferentes herramientas y técnicas de reconstrucción 3D.
Follow tutorials on spatial data analysis
This course covers spatial data analysis techniques. Following tutorials will allow you to practice these techniques and improve your skills
Browse courses on Spatial Data Analysis
Show steps
  • Find online tutorials or courses on spatial data analysis using GIS software
  • Follow the tutorials and complete the exercises
Develop a GIS map or visualization
Creating a GIS map or visualization will allow you to apply the skills and knowledge gained in this course to a practical project
Show steps
  • Choose a topic or issue that interests you
  • Collect and prepare relevant geospatial data
  • Use GIS software to create a map or visualization
  • Analyze the results and draw conclusions
Visualización de datos con ArcGIS Pro
Refuerza tus habilidades de visualización de datos creando un mapa o gráfico interactivo utilizando ArcGIS Pro.
Show steps
  • Recopila datos relevantes para tu proyecto de visualización.
  • Elige los mapas o gráficos más apropiados para representar los datos.
  • Diseña y crea tu visualización de datos utilizando ArcGIS Pro.

Career center

Learners who complete Modelaje y Análisis con información georreferenciada will develop knowledge and skills that may be useful to these careers:
Geospatial Analyst
Geospatial Analysts use their knowledge of geographic information systems (GIS) to analyze spatial data and solve problems. With more organizations collecting location-based data, Geospatial Analysts are in high demand to interpret and communicate data insights. This course can help prepare you for a career as a Geospatial Analyst by providing you with a strong foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will introduce you to using the Python programming language to automate these tasks.
Geographic Information Systems (GIS) Manager
GIS Managers are responsible for overseeing the implementation and use of GIS within an organization. They work with users to identify their needs and develop GIS solutions. GIS Managers also manage the GIS budget and staff. This course may be useful for those who aspire to work as a GIS Manager. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
GIS Specialist
GIS Specialists use their knowledge of GIS to design and implement GIS solutions. GIS Specialists are responsible for collecting, managing, and analyzing spatial data. They also work with users to develop and implement GIS applications. This course may be useful for those seeking to work as a GIS Specialist. It can help you build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Cartographer
Cartographers create maps and other visual representations of spatial data. They use their knowledge of geography, design, and GIS to create maps that are both accurate and visually appealing. This course can provide the foundation Cartographers need to understand the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Transportation Planner
Transportation Planners plan and design transportation systems. They use their knowledge of transportation planning and GIS to analyze transportation data and develop transportation plans. This course may be useful for Transportation Planners pursuing to use GIS in their work. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Urban Planner
Urban Planners use their knowledge of land use planning and GIS to plan and design cities and towns. They work with stakeholders to identify needs and develop plans that promote sustainable growth. This course can be helpful for Urban Planners seeking to use GIS in their work. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Environmental Scientist
Environmental Scientists study the environment and its relationship with human activities. They use their knowledge of environmental science and GIS to assess environmental impacts and develop solutions to environmental problems. This course may be useful for Environmental Scientists seeking to use GIS in their work. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Hydrologist
Hydrologists study the movement and distribution of water on the Earth's surface and below the ground. They use their knowledge of hydrology and GIS to analyze water resources and solve water-related problems. This course can be helpful for Hydrologists seeking to use GIS in their work. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Geologist
Geologists study the Earth's physical structure and history. They use their knowledge of geology and GIS to map and analyze geological features. This course may be useful for aspiring Geologists to understand the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Forester
Foresters manage and protect forests. They use their knowledge of forestry and GIS to plan and implement forest management practices. This course can be helpful for aspiring Foresters pursuing to use GIS in their work. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Remote Sensing Analyst
Remote Sensing Analysts use satellite imagery and other remotely sensed data to collect information about the Earth's surface. They use their knowledge of remote sensing techniques and GIS to analyze data and solve problems. This course can be helpful for individuals pursuing a career as a Remote Sensing Analyst. It provides a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Business Analyst
Business Analysts study business processes and identify opportunities for improvement. They use their knowledge of business analysis and GIS to analyze data and develop solutions to business problems. This course can be helpful for aspiring Business Analysts wanting to use GIS. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Market Research Analyst
Market Research Analysts study consumer behavior and market trends. They use their knowledge of market research and GIS to identify opportunities and develop marketing strategies. This course can be helpful for aspiring Market Research Analysts wanting to use GIS. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Data Analyst
Data Analysts collect, analyze, and interpret data. They use their knowledge of data analysis and GIS to provide insights to decision-makers. This course may be useful for aspiring Data Analysts interested in using GIS. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to improve the efficiency of operations. They use their knowledge of operations research and GIS to analyze data and develop solutions to operational problems. This course can be useful for Operations Research Analysts wanting to use GIS. It can help build a foundation in the principles of GIS and spatial analysis. You will learn how to use GIS software to create maps, analyze data, and solve problems. This course will also introduce you to using the Python programming language to automate these tasks.

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Modelaje y Análisis con información georreferenciada.
Este libro proporciona una visión general integral de los métodos y herramientas de análisis geoespacial. Cubre temas como la gestión de datos espaciales, el análisis espacial y la visualización.
Este libro proporciona una visión general integral de los métodos y herramientas de análisis espacial. Cubre temas como la gestión de datos espaciales, el análisis espacial y la visualización.
Este libro proporciona una guía práctica para utilizar R para el análisis espacial. Cubre temas como la importación y exportación de datos espaciales, el análisis estadístico y la visualización.
Este libro proporciona una base integral en los principios y aplicaciones de la teledetección, complementando el módulo de Observación de la Tierra con sensores remotos.
Este libro ofrece un tutorial práctico para utilizar ArcGIS, un software SIG comercial, adecuado para principiantes que buscan adquirir habilidades básicas.

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