Big data is large volume, heterogeneous, distributed data. The primary sources for big data are from business applications, public web, social media, weather forecasting and electricity demand supply and so on. “Big data mining” involves knowledge discovery from these large data sets. For data processing big data processing framework relay on cluster computers and parallel execution framework provided by Map-Reduce. This paper is to give an overview of big data along with its challenges and characteristics.