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1. bayesian-ssi-analysis bayesian-ssi-analysis Public

   MyST-based hierarchical Bayesian analysis of hospital surgical site infection risk after colon surgery in California (2024).

   Jupyter Notebook

2. ml-breast-cancer-prediction ml-breast-cancer-prediction Public

   Deep learning (PyTorch) pipeline for breast cancer image classification with cloud deployment.

   Jupyter Notebook

3. medicare-analytics medicare-analytics Public

   End-to-end batch pipeline ingesting Medicare data via Airflow, dbt, and Amazon Redshift Serverless with OpenTofu IaC and a Streamlit dashboard.

   Jupyter Notebook

4. schisto-cluster-analysis schisto-cluster-analysis Public

   Reproducible cluster randomized trial analysis in R using linear models, GEE, and a permutation test with a Quarto-based workflow.

   HTML

5. ml-engineering-zoomcamp ml-engineering-zoomcamp Public

   Hands-on machine learning engineering projects following the Machine Learning Engineering Zoomcamp by DataTalks.Club.

   Jupyter Notebook

6. data-engineering-zoomcamp data-engineering-zoomcamp Public

   Hands-on data engineering projects following the Data Engineering Zoomcamp by DataTalks.Club.

   Jupyter Notebook