Create Your First Project
Start adding your projects to your portfolio. Click on "Manage Projects" to get started
Stock Market Predictor
Date
July 2023
Project Title: Stock Price Predictor
Description:
Introducing my latest project, the "Stock Price Predictor." This tool combines data analysis and machine learning to offer a user-friendly solution for stock price prediction and financial data visualization.
Key Features:
Intuitive Interface: The Stock Price Predictor is built with Streamlit, providing an easy-to-use web interface for investors of all levels.
Customizable Analysis: Users can select a custom "today" date and choose from a list of predefined stocks or enter their own stock symbol in Yahoo Finance format.
Historical Data: Explore historical stock price data to understand a stock's performance over time.
Prophet Forecasting: Utilizing Facebook's Prophet library, the project offers time series forecasting, providing predictions for future stock prices.
Interactive Charts: Visualize historical and forecasted data using interactive Plotly charts, enabling in-depth data exploration.
Forecast Components: The tool displays forecast components, helping users uncover the underlying trends, seasonality, and special events affecting stock prices.
The Stock Price Predictor caters to both seasoned investors seeking data validation and beginners exploring the stock market. It empowers users to make informed investment decisions.
It showcases my expertise in data analysis and machine learning, highlighting the potential of technology in simplifying complex financial analysis.
Try it out: https://stock-predictor-by-harsh-sinha.streamlit.app/
Reach out for questions or feedback. I hope this tool enriches your stock trading and investment journey.