Review paper on machine learning in the stock market.

Using machine learning algorithm our aim is to predict and analyze the stock market.Recently stock market has become a source of second income for many households ,especially after the pandemic.Trading in stock market has become one of the most important activity in the finance sector.Various financial giants have been doing research in this field.As we enter an era characterized by unprecedented data availability, increased computational power, and sophisticated algorithms, the role of ML in the stock market is poised to grow even further. In this paper, we aim to provide a comprehensive overview of the current landscape of ML applications in stock trading and investment, shedding light on the benefits, challenges, and potential future developments.