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People looking for large profits have been trading and investing in the stock market more and more in recent years. Several prediction systems have been devised and used to forecast stock performance. The motive of this paper is to assess these algorithms’ efficacy and examine how they are applied. Yahoo Finance provided the stock information for two well-known large-cap firms that are listed on the National Stock Exchange (NSE): HDFC Bank Limited and ICICI Bank Limited. Over the past few years, there has been an increasing number of traders and investors in the stock market who are seeking big returns. Several prediction techniques have been developed and implemented to forecast stock performance. This study aims to evaluate the effectiveness of various algorithms and investigate their implementation. HDFC Bank Limited and ICICI Bank Limited are two well-known large-cap companies that are listed on the NSE.

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Stock Market Forecasting Using Machine Learning Techniques

  • 会议论文

  • 发表日期：

    2026年

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  • Shubhpreet Singh,
  • Amandeep Kaur,
  • Pummy Dhiman,
  • Anupam Bonkra,
  • Siddharth Verma

摘要

People looking for large profits have been trading and investing in the stock market more and more in recent years. Several prediction systems have been devised and used to forecast stock performance. The motive of this paper is to assess these algorithms’ efficacy and examine how they are applied. Yahoo Finance provided the stock information for two well-known large-cap firms that are listed on the National Stock Exchange (NSE): HDFC Bank Limited and ICICI Bank Limited. Over the past few years, there has been an increasing number of traders and investors in the stock market who are seeking big returns. Several prediction techniques have been developed and implemented to forecast stock performance. This study aims to evaluate the effectiveness of various algorithms and investigate their implementation. HDFC Bank Limited and ICICI Bank Limited are two well-known large-cap companies that are listed on the NSE.