In The Age of Big Data by Viktor Mayer Sch?nberg and Kenneth Kukier, Big Data refers to the use of all data for analysis and processing without shortcuts such as random analysis (sampling). The 5V characteristics of Big Data (proposed by IBM): Volume, Velocity, Variety, Value, Veracity.
To study Big Data, you can go to a specialized computer school so that you can learn better yourself.