Analytics Edge

This repo contains work I did while following the Analytics Edge MOOC on Edx in both R and Python. The work is presented using Rmarkdown and ipython notebooks.

Contents

Introduction to Analytics

• Analytical Detective
• Demographics and Employment in the US
• Stock Dynamics

Linear Regression

• Climate Change
• Detecting Flu Epidemics
• Reading Test Scores

Logistic Regression

• Popularity of Music Records
• Predicting Parole Violators
• Predicting Loan Repayment

Trees

• Understanding Why People Vote
• Letter Recognition
• Predicted Earnings From Census Data

Text Analytics

• Detecting Vandalism on Wikipedia
• Automating Reviews in Medicine
• Separating Spam from Ham