Salary Prediction using Linear Regression

This is a beginner-friendly Machine Learning project that predicts employee salary based on years of experience using Linear Regression.

Technologies Used

• Python
• Pandas
• NumPy
• Matplotlib
• Scikit-learn
• Jupyter Notebook

Project Workflow

1. Import dataset
2. Analyze the data
3. Split data into training and testing sets
4. Train Linear Regression model
5. Predict salary
6. Evaluate model performance

Dataset

The dataset contains:

• Years of Experience
• Salary

Model Used

Linear Regression

Conclusion

The model predicts salary based on experience and helps understand the basics of supervised machine learning.