Cryptocurrency forecasting aims to predict the future price movements of digital assets such as Bitcoin, Ethereum, and others. These forecasts are essential for making informed investment decisions, managing risks, and understanding the underlying dynamics of the cryptocurrency market. This project will be enhancing the sophistication and effectiveness of predictive models for cryptocurrency markets, contributing to more reliable and actionable insights for investors, traders, and all participants in the cryptocurrency ecosystem.