Explains how to use ARIMA model to forecast future production units, enabling informed decision-making and planning in the electric and gas utilities sector.

Linear Regression on Medical Insurance Dataset

Project to predict production quantities for a given dataset using Machine Learning algorithms.

Comparing Ridge and LASSO model to find the best accuracy for Home Price Prediction

In linear regression, regularization is a process of making the model more regular or simpler by shrinking the model coefficient to be closer to zero or absolute, ultimately to address over fitting.

🧑🏻‍✈✈️Flight Price Prediction using ML

Intelligent House Price Prediction & Valuation Pipeline using XGBoost, featuring outlier analysis and a decision-support layer that flags pricing anomalies for manual review.