Introduction The stock market can be both rewarding and unpredictable. For investors and traders, stock prediction has become an essential practice to make informed decisions and minimize risks. Predicting stock prices involves forecasting future movements based on historical data, financial performance, industry trends, and broader economic factors. While no approach guarantees success, using...