S&P 500 Intelligent Forecasting

Time series forecasting and portfolio optimization with Prophet and Modern Portfolio Theory for S&P 500

Technology Stack

ProphetPyPortfolioOptModern Portfolio TheoryStreamlityfinancePlotly
ML Frameworks
Deep Learning
NLP
Deployment

ROI

Portfolio optimization

Key Performance Indicators

Efficient Frontier
Risk-return optimization
Sharpe Ratio
Maximization
Rebalancing
Quarterly recommended

Business Impact Summary

Return on InvestmentPortfolio optimization
Efficient FrontierRisk-return optimization
Sharpe RatioMaximization
RebalancingQuarterly recommended

Overview

Advanced financial analytics platform combining Meta Prophet for S&P 500 forecasting with Modern Portfolio Theory for optimal asset allocation. Interactive dashboard with efficient frontier visualization.

Live Demo

Live Demo

Interactive Streamlit application

📊

S&P 500 Intelligent Forecasting Demo

Click below to load the interactive demo

This is a live, interactive demo deployed on Streamlit Cloud. You can:

  • •Upload your own data for predictions
  • •Explore model performance metrics
  • •View interactive visualizations
  • •Understand model predictions with explainability

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