Bit coin has come to be viewed as an investment asset more and more after the recent ups and downs in the values of crypto currencies. A strong forecast is required in order to support investment decisions given the market's high volatility. Few studies have examined the viability of using multiple modelling techniques to samples with diverse data formats and dimensional properties, even though current studies have utilized machine learning to predict the price of Bit coins more accurately