• Mr. DHYAN K MOGER
• Dr. Shashidhar Kini K

We predict cryptocurrency prices using machine learning models by analyzing historical and financial data. Algorithms like Linear Regression, Random Forest, and LSTM are evaluated using MAE, RMSE, and R² scores. The results show improved prediction accuracy, providing valuable insights for investors and financial analysts. This approach helps in risk assessment, market analysis, and financial decision-making, making it a reliable tool for forecasting cryptocurrency price movements in dynamic economic conditions

Cryptocurrency Price Prediction, Regression Models, Random Forest, LSTM

" CRYPTOCURRENCY PRICE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.1125-1128, July-2025, Available :http://www.jetir.org/papers/JETIRGX06215.pdf

" CRYPTOCURRENCY PRICE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. pp1125-1128, July-2025, Available at : http://www.jetir.org/papers/JETIRGX06215.pdf