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Nitika

Nitika Sharma

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NOAA Storm Database Analysis Report
US NOAA Storm Database Analysis has been done for duration 1993 to 2011 in order to answer two important questions concerning the impact of various Environmental Event Types on Human Health and their Economical Consequences. Analysis suggests that Tsunami resulted in maximum number of Fatalities and Injuries. However, the cost of damages were highest for Hurricane(Typhoon) crossing 400 Million Dollars.
Basic Data Analysis for Beginners
This report gives a demo of performing basic data analysis and make a beginner aware of basic commands to download and read a dataset in R. It also shows how to find statistical summary of dataset and visualize data in different ways.
Linear Regression using Airquality Dataset
This report gives a demo of using Simple Linear Regression on Airquality Dataset.
k-NN Classification using Airquality Dataset
This report gives a demo of using k-NN Classification algorithm using Airquality Dataset.
k-means Clustering using Airquality Dataset
This report gives a demo of using k-means clustering on Airquality Dataset.
Linear Regression in R for Beginners
This report gives a demo of using linear regression on Iris Dataset. It is intended to provide a starting platform to someone without prior knowledge of R and linear regression.
k-means Clustering in R for beginners
This report gives a demo of using k-means clustering on Iris Dataset. It is intended to provide a starting platform to someone without prior knowledge of R and clustering.
kNN classification in R for Beginner
This report gives a demo of using kNN classifier on Iris Dataset. It is intended to provide a starting platform to someone without prior knowledge of R and classification.