This repository contains a Python script for the Heart Disease Prediction Challenge from Kaggle.
The dataset used in this challenge is sourced from Kaggle. You can find the dataset here.
To run the Python script, you'll need the following dependencies installed:
- pandas
- numpy
- matplotlib
- seaborn
- plotly
- scikit-learn
- xgboost
You can install them using pip!
- Clone the repository.
- Navigate to the directory containing the Python script.
- Ensure the dataset file 'heart_disease_uci.csv' is in the same directory.
- Run the Python script.
This challenge was completed using Python, leveraging libraries such as pandas, numpy, and scikit-learn for data manipulation, visualization, and machine learning modeling.