R Programming to calculate the probability of a link being clicked on a website from a machine learning algorithm.

This topic is under machine learning and our interest is to know what is the probability that a link on our website will be clicked with information provided from a machine learning algorithm. So here is the  scenario, Suppose that we have created a machine learning algorithm that predicts whether a link will be clicked […]

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R programming to determine difference in miles per gallon (mpg) for manual vs automatic vehicles and which transmission has better mpg.

This post is using data available from motor trend. The data is available in the R dataset package and its called mtcars. So this is the scenario, You work for Motor Trend, a magazine about the automobile industry. Looking at a data set of a collection of cars, they are interested in exploring the relationship […]

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R Programming to rank best or worst hospital for heart attack, heart failure and pneumonia for each state in the United States.

In this post, I am building on the code I wrote in a previous post where l try to find the best hospital in a state given a condition such as heart attack, heart failure or pneumonia. The upgrade code is to find either the best or the worst for each of the state and […]

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R Programming code to compare hospitals in a state and determine the best in a given condition.

This is a data analysis scenario given that you have lot of data on hospitals across the United States and you want to perform a simple analysis to easily determine which hospital has lower deaths in a given state for a given condition. The data originally used for the analysis was from https://www.medicare.gov/ but l just want […]

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