Web-App-for-Developer-Salary-Prediction

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/

Code & Resources Used

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
.devcontainer		.devcontainer
__pycache__		__pycache__
README.md		README.md
Salary_Prediction.ipynb		Salary_Prediction.ipynb
app.py		app.py
explore_page.py		explore_page.py
predict_page.py		predict_page.py
requirements.txt		requirements.txt
saved_steps.pkl		saved_steps.pkl