The peer-to-peer nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a effective tool for Bitcoin miners to optimize their operations. By processing vast amounts of historical data, miners can identify profitable mining approaches. This involves models that can estimate Bitcoin price fluctuati