The project Indian Stock Market Analysis and Prediction focuses on technical analysis, visualization, and prediction utilizing data from Yahoo Finance. By examining stock market data, notably that of some enormous technological companies and others. Utilized pandas to obtain stock information, visualized various elements of it, and, in the end, examined several approaches for measuring a stock's risk based on its prior performance. used the Monte Carlo approach to predict future stock values!
The goal of this project is to evaluate how well prediction algorithms perform on stock market data and to gain a broad understanding of this data through visualization in order to forecast future stock behavior and value at risk for each stock. The project includes the ideas of statistics and data mining. NumPy, Pandas, and Data Visualization Libraries are all actively utilized in this project.