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Multiple Linear Regression model for 50_Startups data and Multiple Linear Regression model for ToyotaCorolla data.

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shanthiachar18/Project-on-Multiple-Linear-Regression

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Multiple linear Regression model

Objective:

To build a Multiple Linear Regression Model for 50_Startups data and ToyotaCorolla data.

Methodology:

1.EDA:

Performing EDA to get mor informative features about dataset.

2.Model building:

  1. Multiple Linear Regression model
  2. Ridge Regression model

3.Model vaidation:

  • R-Squared values
  • Table containing R^2 value for each prepared model.

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Multiple Linear Regression model for 50_Startups data and Multiple Linear Regression model for ToyotaCorolla data.

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