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