An analysis of restaurants, bars, and coffee shops that host live jazz music from the yelp reviews dataset.

This project uses the Weight Lifting Exercise dataset from research done regarding human activity recognition My Machine Learning Algorithms use this data to predict whether a user is doing a particular weightlifting exercise correctly, and if they are not, tells them in what way they are doing it incorrectly.

In this document, I begin by providing a basic overview of the ToothGrowth dataset in R, which contains data from an experiment measuring tooth growth of guinea pigs when given different doses of Vitamin C through two different delivery methods. I then seek to use confidence intervals and hypothesis testing to draw conclusions from the data.

This document demonstrates the Central Limit Theorem in action by generating random variables from the exponential distribution and observing that the distribution of sample means converges to that of a standard normal.

Analysis of most damaging US storms using the NOAA storm database.