APPLICATION OF MACHINE LEARNING FOR BITCOIN EXCHANGE RATE PREDICTION AGAINST US DOLLAR

Predicting a currency Exchange rate and performing analysis is an action to try determine the price valuation of or other financial instrument traded on exchange platform. Bitcoin consensus network that enables new payment systems fully digital money. first decentralized peer controlled by its users without any central authority intermediary. From user's point view, like cash in internet world. can also be viewed as most prominent triple bookkeeping system existence today. The change Bitcoin's behavior against US dollar influenced many factors. Basic economic factors may affected include inflation rates money supply. In this study, data was collected obtaining all through API provided binance.com labeled with specified attribute. modeling done using rapidminer application. process begins taking training has been previously. next stage testing process, operators have previously determined are connected tested Linear Regression operator. purpose predict stock prices from made Split Data operator, which 19% total prepared.