Finland, Tampere

Gamification in Forecasting and Data Analytics Education

online course
when 3 August 2020 - 14 August 2020
language English
duration 2 weeks
credits 2 EC
fee EUR 280

This course will present the basic principles about the understanding and application of data analytics and time series forecasting methods. Additionally, an overview of the state-of-the art in predictive analytics will be presented along with the contribution of gamification in this field. The aim of the course is to teach basic statistics, the basic steps of the forecasting methodology (Makridakis et. al. 2008), forecasting time series models and the evaluation of forecasting methods. Additionally, participants will be able to basically use the statistical programming language R in order to analyse, visualize their data and produce forecasts with basic forecasting models and participate in gamified educational application relevant to the topic.

Target group

University students and graduates from around the world.

Course aim

Participants, having participated into a gamified course be able to:

-Insert and analyse data, using the open source statistical programming language R.
-Identify time series components.
-Have a general knowledge about forecasting methodology.
-Produce forecasts using exponential smoothing models.
-Evaluate their models.
-Experience in using a simple gamified application in the topic of statistical literacy.

Fee info

EUR 280: Course fee for students external to Tampere University and Tampere University of Applied Sciences.
EUR 0: Courses are free of charge to degree students and exchange students (academic year 2020-2021) of Tampere University and Tampere University of Applied Sciences.

Scholarships

No scholarships available.