In the ever-evolving financial market, predicting stock prices has always been one of the most challenging yet rewarding tasks. The emergence of machine learning has given companies and individual investors access to sophisticated tools that can examine enormous datasets and reveal obscure trends in changes in stock prices. Traditional stock analysis methods relied heavily on human intuition and historical trends, but machine learning brings a new level of precision, automation, and data-drive...