Over the past two decades, the globalization trend has led to a significant increase in financial markets particularly the stock market. Stock Market play an important role as indicator of the economy overall performance. Analyzing past price movements is how technical Analysis predicts future price movements. It encourages the mobilization of funds, provides equity capital to the banking sector and offer adequate return to investors. The Indian banking sector has undergone significant changes in recent years, with banks diversifying from traditional deposit taking and lending activities to more complex activities such as investment banking, insurance and wealth management. Therefore understanding the price behaviour of banks listed on Bombay Stock Exchange is crucial for investors, policmakers and researchers. The main objective of this paper is to analyze a top 5 bank within the banking sector and forecast its stock price behaviour. The study focuses on analyzing the stock price trends of selected banks over a period of five years (2017-2022)