The decentralized nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to optimize their operations. By interpreting vast amounts of market data, miners can identify profitable mining approaches. This demands techniques that can predict Bitcoin price fluctuations,