Reference no: EM133545222

Data Science

Computer Based Assignment - Data Analysis Task

Students are expected to carry out the following:

1. Supervised Learning:

Either Two methods for Regression analysis OR Two methods for Classification analysis OR One method for Regression analysis AND One method for Classification analysis PLUS: Model validation, evaluation and testing must be carried out.

2. Unsupervised Learning:

Perform Clustering OR Principal Component Analysis

The Report Headings:
• Abstract
• Introduction
• Data Description Explore and Pre-Processing
• Aims and Objectives
• Method1: (Should include Model building, Validation, Evaluation and Testing)
• Method 2: (Should include Model building, Validation, Evaluation and Testing)
• Model Comparison
• Results and Recommendations
• References

Use the paper format provided and no more than 8 pages plus Appendix. R Code and other explanatory material should be included as an appendix.