In this project we predict the overall ratings of the player by the use of Supervised Learning Regression of Machine Learning.
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Treatment of missing values
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Data type conversion
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Exploratory Data Analysis
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Feature engineering and selection
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Implementation of various machine learning models and their evaluation
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Model optimisation by hyperparameter tuning
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Prediction of overall ratings of the players by linear regression
I have used both Seaborn and Plotly for visualizations,one of the example graphs are below :
