Bitcoin is the worlds most valuable crypto currency introduced following the release of a whitepaper published in 2008 under the pseudo name Satoshi Nakamoto. The currency is built on a decentralized, peer-to-peer network with the creation of money and transaction management carried out by the members of the network. The result of this is no central authority controls Bitcoin. All Bitcoin transactions are posted in blocks to an open ledger known as the Blockchain to be verified by miners using cryptographic proof. This verification takes place in a trustless system with no intermediary required to pass the funds from sender to receiver. Bitcoin offers a novel opportunity for prediction due its relatively young age and resulting volatility. The aim of this project is to determine the key factors which affect the price of bitcoin and to predict the upcoming view of bitcoin generation from the outcome. This prediction study using machine leaning techniques helps the users to aware about the upcoming view of bitcoin in coming years. By this the users will extend their awareness about bitcoin and can proceed in aa smart and intelligent way. © 2018, Institute of Advanced Scientific Research, Inc. All rights reserved.