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LIGHTGBM-Top3-Quevico-AI-Competitions_Salary-Prediction

Developer Salary prediction is an AI Competition in Quevico, It bases on the survey of Stackoverflow. More detail is available in the link (https://quevico.com/competitions/105) In this challenge, I used Lightgbm algorithm with some techniques to optimize the output:

  • GridsearchCV to find the best parameters
  • Kfold
  • ensemble models

To run this project

  1. Clone this project
  2. Install requires packages/library
  3. Run the notebook file

Upgrade

I will create a new dockerfile and transfrom this project to docker (doing)