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