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Ehtisham Yaqoob's Projects

car-price-prediction icon car-price-prediction

This repository contains the code and resources for a machine learning project aimed at predicting car prices based on various features. The project utilizes both Linear Regression and Random Forest Regression models to achieve accurate predictions.

diabetes-prediction icon diabetes-prediction

This project aims to predict whether a person has diabetes or not using key health metrics such as glucose levels and BMI. The project involves data preprocessing, feature selection, model training, evaluation, and prediction using various machine learning algorithms.

laptop-price-prediction icon laptop-price-prediction

This project focuses on predicting laptop prices using machine learning techniques. The dataset includes various features of laptops, such as brand, processor specifications, RAM, storage, OS, and more.

predictingprices_usinglinearregression icon predictingprices_usinglinearregression

This repository demonstrates how to use linear regression to predict prices based on sizes. Using the tips.csv dataset, it predicts the total bill from the size of the party. The project includes data preprocessing, model training, and evaluation steps.

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