Applying Linear Regression on FIFA19 Dataset

In this project we predict the overall ratings of the player by the use of Supervised Learning Regression of Machine Learning.

Context :

Football analytics

Contents:

• Treatment of missing values

• Data type conversion

• Exploratory Data Analysis

• Feature engineering and selection

• Implementation of various machine learning models and their evaluation

• Model optimisation by hyperparameter tuning

• 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 :