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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Smoking Health Assessment #716

Open Chillthrower opened 1 month ago

Chillthrower commented 1 month ago

Aim: A simple smoking health assessment model which would help predicting gross income based on demographic and behavioral factors

Purpose: this project would help us understand the income dynamics and strategies related to social welfare additionally it also helps in risk assessment and finally this model can assist in allocating resources more effectively, such as social assistance programs, healthcare services, and educational initiatives, to where they are most needed.

Dataset: https://www.kaggle.com/datasets/utkarshx27/smoking-dataset-from-uk

Approach: Develop and evaluate machine learning models to predict income using demographic and behavioral factors, followed by performance evaluation and visualization.

models used: WhatsApp Image 2024-05-27 at 22 55 04_4b55263e

Additional Context I am a GGSOC'24 contributor

github-actions[bot] commented 1 month ago

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

Niketkumardheeryan commented 1 month ago

go for it. Ensure to follow Project guidelines.