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Business Problem:
A restaurant has a large inventory of red and white wines. However, a majority of their wine selection is not generating any profit. They're looking to turn this around moving forward, and have an inventory of profitable
DATA CLEANING AND TRANSFORMATION
Toronto Fire Incident Trend & Pattern Analysis
Business Problem:
An ebike rideshare rental company is looking to improve its planning processes. The company would like to strengthen its demand prediction capabilities, taking weather patterns into consideration.
EXPLORATORY DATA ANALYSIS
Global COVID-19 Vaccine Tracker
Business Problem:
A global health organization is seeking to optimize the performance of the COVID-19 vaccination program worldwide. They need a data-driven solution that enables effective tracking and analysis of the vaccination program's progress and performance across different countries.
DATA VISUALIZATION
House Sales Dashboard
Business Problem:
A real estate agency is encountering difficulties in effectively analyzing and monitoring house sales data due to the absence of a centralized system. They require the development of a house sales dashboard to facilitate to identify high-performing locations, understand customer preferences, and evaluate the effectiveness of their marketing strategies.
PREDICTIVE ANALYSIS & MACHINE LEARNING
Loan Default Prediction
Business Problem:
A finance company aims to predict the likelihood of loan default for clients seeking various types of loans, including unsecured personal loans, auto refinancing loans, business loans, medical financing, and investment options.