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Tag: #LinearRegression

Posted onJuly 19, 2020November 2, 2021Linear Regression

Linear Regression — Part IV — Chance of Admission Prediction

Ever thought about doing magic or predict future? Here is the guide! lol! In this article lets go programming with sklearn package to explore Linear…

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Posted onJuly 19, 2020November 2, 2021Linear Regression

Linear Regression — Part III — R Squared

R Squared is one of the metrics by which we can find the accuracy of a model that we create. R squared metrics works only…

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Posted onJuly 19, 2020November 2, 2021Linear Regression

Linear Regression — Part II — Gradient Descent

Gradient descent is an optimization algorithm used to minimize a cost function (i.e. Error) parameterized by a model. We know that Gradient means the slope of a surface…

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Posted onJuly 18, 2020November 2, 2021Linear Regression

Linear Regression — Part I

Linear Regression is a linear approach to model the relationship between a two or more variables by fitting a straight line i.e. linear, to predict the…

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