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1. Decision-Tree Decision-Tree Public

   The project focuses on predicting the presence of heart disease based on various medical variables such as age, sex, and cholesterol level. Decision tree models are employed for this classification…

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2. Clustering Clustering Public

   The project utilizes the Online Retail Dataset, a transnational dataset capturing transactions from 01/12/2010 to 09/12/2011 for a UK-based non-store online retail company specializing in unique al…

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3. Multiple-Linear-Regression Multiple-Linear-Regression Public

   This project involves a case study of a real estate company with a dataset containing property prices in the Delhi region. The goal is to optimize the sale prices of properties based on important f…

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4. Simple-Linear-Regression Simple-Linear-Regression Public

   This repository contains files related to the analysis and modeling of the relationship between TV advertising and sales using a simple linear regression model. The analysis utilizes the advertisin…

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5. Random-Forest Random-Forest Public

   This project involves building a Random Forest Classifier to predict the presence of heart disease based on various medical variables such as age, sex, cholesterol level, and more.

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6. Logistic-Regression-vs.-Decision-Tree-Random-Forest Logistic-Regression-vs.-Decision-Tree-Random-Forest Public

   This project aims to predict whether a customer will switch to another telecom provider (churn) using a dataset with 21 variables related to customer behavior. Employed logistic regression, decisio…

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