Embark on a journey through three diverse datasets—Churn, Adult Income, and Credit Card—to build Adaboost and Logistic Regression models from scratch. Dive into extensive data preprocessing to maximize model accuracy. Explore binary classification challenges, handle outliers, normalize data, and balance class distribution. Craft a robust, reusable model for future applications. Uncover insights and tackle imbalanced datasets with finesse