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Demonstrate the appropriate data analytic approaches for a given problem (A3, PLO5 )
This requires students to understand and exhibit the basic concepts in the field of data analytics, knowledge discovery, data gathering and data mining techniques. Students should be able to select, analyse and evaluate appropriate data analytics approach for simple real-world problems.
Assessment
The total assessment mark of this group case study is 50%, with 40% of the total contributed by an individual component. Marking criteria is attached on this assignment.
For this assignment, you are required to work on following business domain and frame the analytical problems to be solved and explore it using the techniques of data analysis that we have discussed in class and explored in the labs.
Business Domain suggested:
1. Sports / Player Analytics: Squash / Hockey / Football Tournament and player performance analytics
2. Healthcare : Diabetic / Stroke / Heart / Cancer Factor analysis, diagnosis and prediction
3. Education : Students Performance Analytics
You will set your own Aim and Objectives and propose an analytical solution that would hypothetically solve the problems and give positive business impacts.
You shall adopt a methodology and perform all activities within the phases defined including data selection, data integration, data processing (cleaning & transformation) and analysis steps appropriate to the scope. As a result of these activities, you should present your entire assignment with a demonstration of the models built and communicate the insights in terms of business benefits and its impact.
You are required to prepare an individual documentation reflecting the efforts undertaken in completion of the project.
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