Salary Prediction Using Linear Regression

Overview

This project builds a Machine Learning (ML) model using Linear Regression to predict salaries based on education level, job title, and years of experience. The model is deployed using Streamlit, allowing users to interactively predict salaries.

Tech Stack

• Python
• Pandas
• Scikit-learn
• Streamlit

Dataset

The dataset contains:

• Input Features (X):
  • education_level_encoder - Encoded education level
  • job_title_encoder - Encoded job title
  • Years of Experience - Total years of experience
• Target Variable (y):
  • Salary - Predicted salary

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/salary-prediction.git
   cd salary-prediction