Predictive Data Analytics and Modelling

Code: BIDA406
Apply this course towards: Business Administration - Certificate, Business Administration - Diploma, Business Intelligence and Data Analytics

Course description

Using standard, industry-accepted informatics tools, you will design and create descriptive, diagnostic and predictive models. Learn how to translate stakeholder needs into model designs and understand the ethical implications of the analytical models you use.

Learning objectives

  • Use data analytic and presentation tools to model problems with moderate to advanced complexity.
  • Create predictive analytic techniques for simple to moderate data relationships.
  • Compare diagnostic and predictive models.
  • Analyze data using a diagnostic model.
  • Explain forms of time series models and strengths and weaknesses of each.
  • Create a time series model for a case study.
  • Differentiate the ethical implications of modeling and predictive analytics.
  • Assess stakeholder needs in modelling and predictive analytic designs.

Prerequisites

​​It is recommended that students have completed the following courses:

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