Course: 2957-Applied Business Analytics-2425_S2, Section: Team Assignments

This course illustrates in a practical way a variety of methods, from simplex to complex, to help students analyze data sets and uncover important information. Its objective is to equip students with decision-making tools that they can apply in their business careers.

Team Assignments
- Group Members Group choice
  Use this tool to form the groups of 3/4 students for the Team Assignments.
- Group Project URL
  
  Champo Carpets: Improving Business-to-Business Sales Using Machine Learning Algorithms IMB879-PDF-ENG
  Champo Carpets: Improving Business-to-Business Sales Using Machine Learning Algorithms, Spreadsheet Supplement IMB881-XLS-ENG
- Exploratory Data Analysis Assignment
- Modelling Report Assignment
  There are several ML algorithms that can be used to address problems faced by Champo Carpets, namely:
  A) Classification Algorithms can be used to identify features contributing to conversion of samples to order.
  B) Clustering Algorithms to understand the existence of different groups among the customers of Champo Carpets and their preferences.
  C) Recommender Systems: apply association rule mining based on customer's past purchases.