/BTC-USD-Forecaster

A model to forecast the opening price of Bitcoin using time series data from Yahoo Finance that has been hosted as a REST API

Primary LanguagePython

BTC-USD Forecaster

📌 Introduction

💡 A model to forecast the opening price of Bitcoin using time series data from Yahoo Finance

💡 Has been hosted as a REST API

💻 Tech Stack used

🔧 Python

  • Pandas - to load and manipulate dataframes

  • YFinance - to fetch time series data of BTC-USD prices

  • FBProphet - to train the model using the time series data

  • Flask - to host the model as a REST API

📷 Screenshot (as tested on Postman)

Screenshot

👷 Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Future Roadmap

  • Creating API endpoints for visualizing the time series data

  • Creating models and API endpoints for other cryptocurrencies and/or stocks

  • Creating a responsive frontend for the API endpoints

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