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 optimize their operations. By analyzing vast amounts of historical data, miners can identify profitable mining strategies. This requires models that can estimate Bitcoin price fluctuations