Recently Published
Statistics with R - Capstone Project - Undervalued Predictive Analysis for Houses in Ames Iowa
Real Estate Data for houses in Ames,Iowa, is evaluated. A predictive model is developed and used to evaluate both undervalued and overvalued house prices. The results are presented and explained.
Bayesian modeling and prediction for movies
Bayesian analysis methods are used to train a model from IMdB and Rotten Tomatoes data. A prediction is made for the audience score Rogue One: A Star Wars Story
The Coursera Data Science Capstone Project
Predict the next word in a sentence or phrase
Multiple Linear Regression (MLR) of Movie Critics
650 different movies are analysed from the critic's data from IMDB and Rotten Tomatoes. The audience score is predicted based on various explanatory variables.
Data Science Capstone Project Milestones - Short Version
Data Science Capstone Project Milestones
Less Verbosity
Data Science Capstone Project Milestones
Required Report for Data Science Capstone Project
The App - The Physics of the 1974 Mtcars
Coursera Developing Data Products
The Effect of Vitamin C on Tooth Growth in Guinea Pigs
The response is the length of odontoblasts (cells responsible for tooth growth) in 60 guinea pigs. Each animal received one of three dose levels of vitamin C (0.5, 1, and 2 mg/day) by one of two delivery methods, (orange juice or ascorbic acid (a form of vitamin C and coded as VC).
Reproducible Research - Project 1
This report makes use of data from a personal activity monitoring device. This device collects data at 5 minute intervals through out the day. The data consists of two months of data from an anonymous individual collected during the months of October and November, 2012 and include the number of steps taken in 5 minute intervals each day.
Demonstrating the Cental Limit Theorem with Exponential Data
This project is an investigation of the exponential distribution in R as compared to the Central Limit Theorem.
Regression Models Course Project
Executive Summary:
Manual transmissions have higher Miles per Gallon performance, a factor of 1.4, than automatic transmissions.
Statistics for automatic and manual transmission cars vary significantly.
How Well They Do IT - A Machine Learning Project
Can we predict the the manner in which an individual did a particular exercise? This is the classe variable in the data set(A,B,C,D,E). Class A corresponds to the specified execution of the exercise, while the other 4 classes correspond to common mistakes.
US Storm Data Investigation for Storm Damage and Health Consequences
An analysis of the U.S. National Oceanic and Atmospheric Administration’s storm event database, gathered between 1950 and 2011, was performed with emphasis major causes of personal health issues and major damages for both crops and property.