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This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using multi linear regression.

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sanjushasuresh/MULTI-LINEAR-REGRESSION-ASSIGNMENT-5-Q1

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Prepare a prediction model for profit of 50_startups data.
Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.

R&D Spend -- Research and develop spend in the past few years
Administration -- spend on administration in the past few years
Marketing Spend -- spend on Marketing in the past few years
State -- states from which data is collected
Profit -- profit of each state in the past few years

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This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using multi linear regression.

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