Object Oriented Programming for Data Science with Python
The goal of this project is to use Object Oriented Programming for Data Science with Python. The “Loan Prediction with 3 Problem Statement” dataset from kaggle is used for this project. There are three csv files with data for training, test and test targets. This problem was treated as a classification problem, trying to predict whether the loan candidate was applicable to get a loan or not. Additionally, OOP is used as a programming paradigm, therefore four classes are created:
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ExploratoryDataAnalysis Class
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PreProcessing Class
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Processing Class
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MachineLearning Class