Bank Loan Approval Prediction Project : Why a Voting Classifier Outperforms Individual Models
Voting is one of the simplest ensemble methods. In voting, multiple models are trained separately, and the final prediction is...
Project
House Price Prediction Project: Stacking ML Models explained easily
Introduction In the world of machine learning, improving prediction accuracy is always a goal. One powerful technique that helps achieve...
Heart Disease Classification Project: A Deep Dive into AdaBoost
What is AdaBoost? AdaBoost (Adaptive Boosting) is one of the first boosting algorithms developed for binary classification problems. It works...
Mastering Multiple Linear Regression: Car Price Prediction Project
Multiple Linear Regression is an extension of simple linear regression. It is used when we want to predict the value...
Titanic Data Analysis Project : Who Survived in Titanics?
Introduction In this project, we will go on an exciting journey to analyze the famous Titanic dataset using Pandas and...
Predicting Customer Churn Using Machine Learning
Introduction Predicting customer churn is critical for businesses to retain customers and maintain profitability. This project focuses on predicting customer...
