Bayesian Regression Analysis for Predicting Salaries in Data Jobs Project

This project is aimed at predicting salaries using Bayesian regression. It includes a web application for users to input data and obtain salary predictions based on the trained model. This project was developed as a part of our Bayesian Analysis Course at Unimi.

Project Structure

• Salary Prediction/: Directory containing the web application files.
• bayesian_regression.ipynb: Jupyter Notebook containing the Bayesian regression analysis.
• helpers_model.py: Python script containing helper functions for model training and evaluation.
• helpers_preprocessing.py: Python script containing helper functions for data preprocessing.

Usage

1. Clone this repository.
2. Install the required dependencies by running pip install -r requirements.txt.
3. Execute the code chunks and enjoy.