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
Geospatial Analysis of Toronto Fire Incidents
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.
eBike RideShare 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.
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
Restaurant Wine Selection
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 wines only.
MACHINE LEARNING APPLICATIONS
SP500 Stock Returns Clustering (2011): Portfolio Insights
Business Problem:
An investment firm us lookin to analyze the stock returns of the SP500 companies for the year 2011. Their goal is to cluster these companies into five distinct groups based on their performance during that specific period.
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.
PREDICTIVE MODELING
Student Grade Prediction
Business Problem:
The student success rate of one of the country's provinces is 74% whiles other provinces are close to 90%. A wave of its students is failing in the subjects of Math and French. The ministry of education is looking to design initiatives and strategies to improve success rate and student performance in the province.
Restaurant Wine Selection
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 wines only.
DATA CLEANING AND TRANSFORMATION
Restaurant Wine Selection
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 wines only.
SQL DATABASE QUERIES
Restaurant Wine Selection
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 wines only.
TIME SERIES ANALYSIS