Analyzing how an eccentric doctor saved women lives by introducing handwashing

In 1800s, as many as 10% of women died after child birth. And the reason was simple...the doctors didn't wash their hands! Extensive analysis has been done to demonstrate the statistical significance of handwashing as a solution using bootstrap analysis.

Path to Profits: Decoding Industries and Valuations of High-Value Companies

Where are most unicorns emerging? Analyzing trends in high growth companies for an investment firm, such as which industries are producing the highest valuations and the rate at which new high value companies are emerging.

Driving Growth: Understanding Monthly Variations and Warehouse Impact on Wholesale Revenue in Motorcycle Parts Sales

The company sells motorcycle parts to both wholesale and retail customers, with 3 operating warehouses. They offer a variety of parts and offer payment through card, cash and bank transfer. The analysis seeks to gain a better understanding of wholesale revenue by product line and monthly variations.

Predictive Insights: Enhancing Real Estate Investment through Machine Learning

A linear regression model is built to predict the prices of real estate. I have performed feature engineering, hyperparameter tuning and K-fold validation to train and test the model for higher accuracy. GridSearchCV is employed to compare different models such as Lasso and Decision tree.