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 enhance their operations. By interpreting vast amounts of market data, miners can discover profitable mining approaches. This demands algorithms that can predict Bitcoin price fluctuations, h