FinanceAI - Real-Time Stock Analysis of Top 20 Stocks
Description
Project Description:
The project, "Real-Time Stock Analysis of Top 20 Stocks – FinanceAI," is a data analytics application that creates comprehensive Power BI reports for the top 20 stocks in the market. It's designed to integrate various technologies such as Microsoft Fabric and the OpenAI API to generate summarized insights on company profiles and the latest financial news. The core functionality involves using a RandomForestRegressor model to predict the closing prices of stocks, offering users a predictive glance at market behaviors.
Real Time Analytics:
It systematically fetches real-time stock data, summarizes information, and writes the processed data into the Lakehouse for further analysis.
Problem We are trying to Solve:
The primary problem this Power BI visualization application addresses is the need for timely and accurate stock market analytics. It simplifies the process of understanding stock movements and market news, which can be quite dense and complex. By providing summarized reports and predictive data, it aids investors and analysts in making informed decisions quickly, without having to navigate through vast amounts of raw information.
Project name
FinanceAI - Real-Time Stock Analysis of Top 20 Stocks
Description
Project Description: The project, "Real-Time Stock Analysis of Top 20 Stocks – FinanceAI," is a data analytics application that creates comprehensive Power BI reports for the top 20 stocks in the market. It's designed to integrate various technologies such as Microsoft Fabric and the OpenAI API to generate summarized insights on company profiles and the latest financial news. The core functionality involves using a RandomForestRegressor model to predict the closing prices of stocks, offering users a predictive glance at market behaviors.
Real Time Analytics: It systematically fetches real-time stock data, summarizes information, and writes the processed data into the Lakehouse for further analysis.
Problem We are trying to Solve: The primary problem this Power BI visualization application addresses is the need for timely and accurate stock market analytics. It simplifies the process of understanding stock movements and market news, which can be quite dense and complex. By providing summarized reports and predictive data, it aids investors and analysts in making informed decisions quickly, without having to navigate through vast amounts of raw information.
Project Repository URL
https://github.com/AkhilGurrapu/FabricAIHack-StockReport
Project video
https://youtu.be/0XzvB8J2AcM
Team members
NA