🐂 Bull's AI: Algorithmic Stock Prediction
📊 Empowering Investors with Machine Learning
Bull's AI is a cutting-edge stock price prediction platform that harnesses the power of machine learning to assist investors in making informed, data-driven decisions. By combining advanced algorithms with real-time market data, we provide a comprehensive tool for stock analysis and forecasting.
🌟 Key Features
- Live Market Data: Access up-to-the-minute stock prices and crucial financial metrics
- Dynamic Visualization: Explore historical trends and price predictions through interactive charts
- ARIMA Forecasting: Leverage sophisticated statistical models for accurate price projections
- In-Depth Stock Profiles: Obtain comprehensive information on any publicly traded company
- Intuitive User Experience: Seamlessly navigate and analyze stocks with our user-friendly interface
🛠️ Technology Stack
- Streamlit: Powering our interactive and responsive web interface
- YFinance: Fetching real-time and historical financial data from Yahoo Finance
- StatsModels: Implementing robust ARIMA time series forecasting
- Plotly: Generating dynamic and informative financial visualizations
- Pandas: Enabling efficient data manipulation and analysis
🧠 Machine Learning Models
Our stock prediction engine primarily utilizes:
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AutoRegressive (AR) Model: