SalaryPrediction-based-on-yoe-and-cgpa

this is my Linear regression model which i built from scratch using stochastic gradient descent algorithm. in this application user inputs cgpa and yoe and the model returns the predicted salary. Flask is used for backend .

this is my first Machine Learning project. It gives an r2 score of 0.9054. I also tested the scikit-learn's linear regression model and it gave r2 score 0.8810 on this data.

Built With

• css3
• flask
• html
• numpy
• pandas
• python