Stock Visualization & Forecast App
A web application that visualizes real-time stock data, predicts future stock prices using machine learning models, and provides detailed insights into stock trends. Built with Python and Dash, the app fetches stock data using an API, applies machine learning models for forecasting, and visualizes the results with interactive charts.
🚀 Features
Real-Time Stock Data: Fetch and display real-time stock data from a reliable API source.
Stock Price Visualization: Interactive charts showing stock price trends using Plotly.
Stock Price Forecasting: Predict future stock prices using machine learning models (Support Vector Regression and Linear Regression).
User-friendly Interface: Intuitive and interactive web interface built with Dash.
Historical Data Analysis: View and analyze historical stock data to understand long-term trends.
