Python AI Forecasting

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🎯 About

This project aims to develop an artificial intelligence model to predict the credit score of bank customers. The model analyzes historical customer data and classifies the credit score as Poor, Good, or Standard.

✨ Features

✔️ Automatic prediction of credit score based on historical data; ✔️ Performance comparison between Random Forest and KNN models; ✔️ Analysis of the most important characteristics influencing the credit score.

🚀 Technologies

The following tools were used in this project:

• Python
• Pandas
• Scikit-learn

✅ Requirements

Before starting, you need to have Python installed.

🏁 Starting

# Clone this project
$ git clone https://github.com/tamirespatrocinio/python-ai-forecasting

# Access
$ cd python-ai-forecasting

# Install dependencies
$ pip install -U scikit-learn

 

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