- Created a web app which estimates the salaries of developers
- Used the StackOverFlow 2021 Survey results for my data
- Dataset: https://insights.stackoverflow.com/survey?_ga=2.257231051.1324092985.1659617472-1040994924.1659617472
- Optimized Linear, Decision Tree, Random forest and GridSearchCV to reach my best model
- Used Streamlit to build web app and deployed on Streamlit Cloud
- Check out APP URL: https://augusta02-web-app-for-developer-salary-prediction--app-ehvdnv.streamlitapp.com/
- Google Colab
- Packages: numpy, pandas, matplotlib, sklearn, pickle, streamlit