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Salary Prediction ML App
About Project
Salary Prediction ML App is an interactive machine learning application built with Python and Streamlit that predicts employee salaries based on years of experience using a Simple Linear Regression model. It demonstrates the complete machine learning workflow, including data preprocessing, train-test splitting, model training, salary prediction, and regression visualization with Matplotlib. The application provides instant predictions through a clean Streamlit interface while persisting the trained model using Joblib.
Tech Stack
Python
Streamlit
Matplotlib
Pandas
Scikit-learn
Joblib
Key Features & Deliverables
Interactive Streamlit Web Application
Simple Linear Regression Model
Graphical Salary Prediction Visualization
Train-Test Dataset Splitting
Persistent Trained Model Storage
Real-Time Salary Prediction System