Tutorial : Beginner to advanced machine learning  in 15 hour Videos

Tutorial : Beginner to advanced machine learning in 15 hour Videos

This tutorial is a set of 15 hour videos by acclaimed experts in the area of machine learning and statistics from Stanford. It is suitable for Beginners as well as experts Continue reading “Tutorial : Beginner to advanced machine learning in 15 hour Videos”

R Tutorial : Interpretation of R Squared and Adjusted R Squared in Regression

R Tutorial : Interpretation of R Squared and Adjusted R Squared in Regression

This tutorial talks about interpretation of the most fundamental measure reported for models which is R Squared and Adjusted R Squared.  We will try to give a clear guidelines for interpreting R Squared and Adjusted R Squared

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R Tutorial : How to use Diagnostic Plots for Regression Models

R Tutorial : How to use Diagnostic Plots for Regression Models

In this tutorial we will discuss about effectively using diagnostic plots for regression models  using R and how can we correct the model by looking at the diagnostic plots.

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R Tutorial : Residual Analysis for Regression

R Tutorial : Residual Analysis for Regression

In this tutorial we will learn a very important aspect of analyzing regression i.e. Residual Analysis. Residual Analysis is a very important tool used by Data Science experts , knowing which will turn you into an amateur to a pro.
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