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Liya Susan Biju's Projects

classification icon classification

This repository contains Python notebooks implementing KNN, logistic regression, and SVM models to predict student grades based on various attributes. It includes data preprocessing, model training, and evaluation, showcasing different machine learning techniques applied to educational datasets.

regression icon regression

The code preprocesses Netflix Originals data, applying machine learning models to predict movie genres or IMDb scores. It includes Decision Tree Classifier, Support Vector Regression (SVR), and K-Nearest Neighbors (KNN), with evaluations and visualizations of model performance.

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