My Projects

Trendy fashion company is asking you to assist the team’s merchandising teams analyze their sales performance and generate a basic financial report to share with the wider business. 

 The company has collected basic bank details and gathered a lot of credit-related information. The management wants to build an intelligent system to segregate the people into credit score brackets to reduce the manual efforts.

The purpose of this notebook is to research and apply best practices for clustering discrete data. (from surveys) I will be using the data obtained from a large scale survey of the tech workforce, asking questions about mental health in the workplace. 

The business is facing a challenge due to unforeseen demands and runs out of stock some times, due to the inappropriate machine learning algorithm. An ideal ML algorithm will predict demand accurately and ingest factors like economic conditions including CPI, Unemployment Index, etc.