![](https://private-user-images.githubusercontent.com/73056232/334228390-5d1eddce-df13-4e60-97e6-a290fcd8f09c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.72YOSmNapDrbx1oOLZ9m_q28x5iaZwVBmC9NI2KcF7U)
This project aims to revolutionize the process of identifying and selecting top-tier candidates for technology companies. Traditional methods are labor-intensive and lack efficiency, requiring manual operations and human labor. To address these challenges, we are embarking on a project to automate and streamline our candidate selection process using machine learning.
- Data Manipulation: pandas
- Data Visualization: matplotlib
- Machine Learning: scikit-learn
Dataset used can be found in the data folder.
![](https://private-user-images.githubusercontent.com/73056232/334228251-e45447df-4ef1-48d7-be50-1f058ef34643.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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._buXS5I-uWTfXLpEFjvYjftW5NG3WEM-U4QCadGBy34)