Interactive Salary Prediction App

This interactive web application predicts salaries based on years of experience using a linear regression model. Built with Python, Streamlit, and essential data science libraries, this app allows users to explore a dataset, visualize relationships, and predict salaries dynamically.

Author - Anu

Features

• Upload a CSV dataset or use sample data.
• Visualize the relationship between experience and salary with scatterplots.
• Predict salaries interactively based on years of experience.
• Evaluate the model using Mean Squared Error (MSE).

Concepts Used

1. Linear Regression: Supervised learning to model salary predictions.
2. Train-Test Split: Divide the dataset for training and testing the model.
3. Data Visualization: Scatterplots and regression lines using Seaborn and Matplotlib.
4. Interactive Predictions: Real-time input for dynamic results via Streamlit.

Link for My Live App :

https://interactive-salary-prediction-flgnkrlsbfelpanwhnushb.streamlit.app/