/Salary-Prediction-ML

Salary Prediction with Machine Learning

Primary LanguageJupyter Notebook

Salary Prediction Project

During my 1 month of Data Analytics and Machine Learning remote internship at Start-Tech Academy, One of my tasks was developing a machine learning model based on a employee data of a company.

Libraries Used:

  • Numpy
  • Pandas
  • Seaborn
  • Sklearn

Machine Learning Algorithms Used:

  • Linear Regression
  • Ridge Regression
  • Lasso Regression
  • Elastic Net
  • XGB Regressor
  • Bagging Regression
  • Random Forest Regressor
  • KNN(k-nearest neighbors)
  • SVR(Support Vector Regressor)

Required pip installs

pip install numpy
pip install pandas
pip install seaborn
pip install sklearn
pip install xgboost