Didactic development for Big Data analysis in an educational context
DOI:
https://doi.org/10.51896/rilcods.v5i46.250Keywords:
Industry 4.0, Big Data, teaching-learning, technological tolosAbstract
The radical transformation that society is experiencing through the arrival of industry 4.0 is evident, given that continuous improvement of processes is sought through digitization and analysis of large amounts of data. The purpose of this research project is to design a didactic instrument for the teaching-learning of educational institutions, as well as organizations that want to join the world of Big Data, for the development of the project the didactic methodology that consists of 3 phases was applied. ; active, design and closure, which allows the execution of various measurement instruments such as questionnaires, focus groups and the application of tests, in order to achieve the terminal efficiency of the project. The R&D (research and development) research process was also applied for the use of technological tools such as the free distribution of Anaconda, Python, R, Jupyter, among others. With the implementation of the project, it is intended to incorporate a guided instrument for practical support in the inclusion of Big Data.
References
Anonimo. (10 de junio de 2021). NEXTECH. Obtenido de NEXTECH: https://nextech.pe/que-es-python-caracteristicas-evolucion-y-futuro/#:~:text=Inteligencia%20Artificial%20(IA)-,Caracter%C3%ADsticas%20de%20Python,corta%20su%20curva%20de%20aprendizaje.
Borja, M. E. (16 de mayo de 2019). Revista la propiedad Inmaterial. Obtenido de Revista la propiedad Inmaterial: https://revistas.uexternado.edu.co/index.php/propin/article/view/6350/8643#:~:text=El%20Big%20Data%20es%20un,por%20variabilidad%2C%20velocidad%20y%20volumen.
Gonzalez, L. (2020). AprendeIA. Obtenido de AprendeIA: https://aprendeia.com/introduccion-a-jupyter-notebook/
Ramírez, L. (19 de abril de 2022). IEBSchool. Obtenido de IEBSchool: https://www.iebschool.com/blog/mejores-herramientas-big-data/
Rodríguez Silva, J. L. (3 de mayo de 2019). Revista Digital Universitaria (RDU). Obtenido de Revista Digital Universitaria (RDU): https://www.revista.unam.mx/2019v20n3/que-puede-hacer-el-software-r-para-resolver-tus-problemas/#:~:text=R%20es%20una%20herramienta%20inform%C3%A1tica,y%20figuras%20de%20gran%20calidad.
Toro, L. (2018). Desde Linux. Obtenido de Desde Linux: https://blog.desdelinux.net/ciencia-de-datos-con-python/?utm_source=destacado-inside
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 María Teresa Cruz Gordillo, Hugo Montes de Oca Martínez, Jorge Morales Vargas
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Usted es libre de:
- Compartir — copiar y redistribuir el material en cualquier medio o formato
- Adaptar — remezclar, transformar y construir a partir del material
Bajo los siguientes términos:
- Atribución — Usted debe dar crédito de manera adecuada, brindar un enlace a la licencia, e indicar si se han realizado cambios. Puede hacerlo en cualquier forma razonable, pero no de forma tal que sugiera que usted o su uso tienen el apoyo de la licenciante.
- NoComercial — Usted no puede hacer uso del material con propósitos comerciales.