Stock Forecasting System Using SARIMA & Prophet
Time series forecasting project focused on predicting stock price movement using SARIMA and Prophet models combined with interactive visualization dashboards.
Stock Forecasting System Using SARIMA & Prophet
Developed a stock forecasting system using SARIMA and Facebook Prophet models to predict stock price trends and generate forecasting insights through interactive dashboards and time series analysis.
Key Features
- Time Series Forecasting
- SARIMA Modeling
- Facebook Prophet Forecasting
- Trend Analysis
- Interactive Dashboard Visualization
- Trading Signal Prediction
Project Overview
This project focuses on forecasting stock price movement using statistical and machine learning time series approaches to support financial trend analysis and investment decision-making.
SARIMA and Prophet models were implemented to capture historical stock patterns, seasonality, and future forecasting trends, while interactive dashboards were developed for visualization and monitoring purposes.