This document provides an overview of data science including why it is an exciting field, where data comes from, what data science is, how to do data science, and who data scientists are. It discusses the history of data analysis and examples of exciting new applications of data analytics like Google Flu Trends. It also covers sources of big data, the five V's of big data, contrasting data science with databases and business intelligence, and contrasting data science with machine learning.