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Health AI

Example of Health AI project

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About The Project


Intention with this project is to provide a boilerplate for creating a project with Data Science notebooks for development of models that can predict and forecast various health related use-cases. The project is based on a Jupyter Notebook environment and is intended to be run on AWS SageMaker. The models will be accessed by a Generative AI model hosted in AWS Bedrock, invoked by a Lambda and triggered by API Gateway.

AWS High Level Diagram

Data Science

Jupyter notebook examples to be used for development of models. The notebooks are based on Python and uses libraries such as Pandas, Numpy, Scikit-learn, Matplotlib and Seaborn. They explore some health related datasets and provide examples of how to preprocess, train and evaluate models along with data exploration and visualization.

Contact

Martin Karlsson

LinkedIn : martin-karlsson
Twitter : @HelloKarlsson
Email : [email protected]
Webpage : www.martinkarlsson.io

Project Link: github.com/martinkarlssonio/health-ah

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