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£69 2.2 Develop models for nominal and ordinal scaled dependent variable in R and Python correctly.
Level 7 Diploma in Data Science
Unit code: Y/618/4973 RQF Level : 7
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Aim In this unit, learners are introduced to model development for categorical dependent variables. Binary dependent variables are encountered in many domains such as risk management, marketing and clinical research and this unit covers detailed model building processes for binary dependent variables. In addition, multinomial models and ordinal scaled variables will also be discussed.
Learning Outcomes and Assessment Criteria
Assessment Guidance To demonstrate all learning outcomes and assessment criteria, each unit should follow the same assessment methodology:
Formative: Weekly assignments focussing on knowledge and understanding of technical skills using sample data sets over a period of 3 weeks and participation in weekly live classrooms and discussion groups;
Summative: 1. Formal timed exam testing technical knowledge 2. Component of two individual course projects based on real word data analytics
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