Binance-AI-Project

Binance-AI-Project

As part of my Data Engineer certification, I developed an AI-based prediction tool for the cryptocurrency markets, focusing on Bitcoin (BTC) and Ethereum (ETH). This tool provides price predictions for selected cryptocurrencies over user-defined time intervals.

Getting Started

Requirements

• Python 3.9.6
• Docker 24.0.6

Follow these steps to set up and run the application:

1. Clone the repository

• Download the project files by cloning the Git repository:

  git clone https://github.com/Tibwal/Binance-AI-Project

Alternatively, you can download the zip file from the repository and extract its contents.

2. Navigate to the project directory

• Open a terminal and navigate to the project folder:

  cd /path/to/Binance-AI-Project
  

3. Build and Run the Application using Docker

• Start the application by running the following command:

  docker-compose up

(Note: For macOS users, ensure that Docker Desktop is running before executing the command.)

4. Verify setup:

• Ensure all containers are running correctly, and the necessary Docker images are built.

5. Update the historical data:

• Access the Streamlit dashboard and update the database by following the steps outlined in the screenshot below: (Note: To access all the functions, you need to enter the admin credentials as shown in the screenshot.)

6. Start using the application: (Enjoy !!)

• Once the database is updated, you can explore the prediction functionalities through the dashboard interface.