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Reproducible Research Project 2
Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the extent possible is a key concern.
This project involves exploring the U.S. National Oceanic and Atmospheric Administration's (NOAA) storm database. This database tracks characteristics of major storms and weather events in the United States, including when and where they occur, as well as estimates of any fatalities, injuries, and property damage.
Dimensionality reduction in R
Exploring Principal Component Analysis on IRIS dataset using prcomp
Logistic Regression in R
using LoanStatus dataset
K Nearest Neighbours using R
Introducing the KK -nearest neighbors (KNN) algorithm and show some practical ways of using it in R with the knn function that exists in the class library.
Electric Power Consumption
This assignment uses data from the UC Irvine Machine Learning Repository, a popular repository for machine learning datasets.
Getting and Cleaning Data
Week 4 Quiz - Coursera
Bike sharing data
Multi Linear Regression analysis of Bike-sharing data across the globe.
Hospital Quality
Programming Assignment 3: R Programming
Lexical Scoping
R Programming/Programming Assignment 2: Lexical Scoping
Modeling and prediction of movies using R
As part of Linear Regression and Modeling
Capstone Project - Part 2
Final Peer Assessment
EDA and Basic Model Selection
Statistics-with-R-Specialization/Capstone_Project/Part1
Bayesian Statistics Project
Done as part of Statistics with R specialization course on Coursera