This project presents a linear regression analysis using Python and its popular libraries such as Pandas, NumPy, Matplotlib, and Scikit-learn. Salary data is loaded from a CSV file containing information about years of experience and corresponding salaries. The data is cleaned and prepared for analysis, then split into training and testing sets.