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1. DL4Health DL4Health Public

   Deep Learning for Healthcare

   Jupyter Notebook

2. AutoML-Pipeline-CloudMP12 AutoML-Pipeline-CloudMP12 Public

   Built an automated ML pipeline on AWS that detects concept drift in incoming data, retrains an XGBoost classifier when drift is detected, evaluates the challenger model against the production champ…

   Python

3. CloudMP9-AWS-Glue-ETL-AWS-Athena-Tableau CloudMP9-AWS-Glue-ETL-AWS-Athena-Tableau Public

   Multi-stage cloud ETL pipeline analyzing 471K airline flight records using AWS Glue (PySpark), Athena SQL, and Tableau. Includes timezone normalization, deduplication, correlation analysis, time-of…

   Python

4. Kubernetes-ML-Inference-cloud-mp13 Kubernetes-ML-Inference-cloud-mp13 Public

   AWS EKS cloud-based machine learning service

   Python

5. mp8-sparksql mp8-sparksql Public

   PySpark and SparkSQL pipeline analyzing Google Books 1-gram dataset — RDDs, DataFrames, self-joins, and window functions on 500 years of word frequency data.

   Python

6. healthcare-claims-etl-python healthcare-claims-etl-python Public

   A reference Python notebook demonstrating an orchestration pattern for running multiple SQL queries against multiple Oracle databases, combining results in different ways per query, and distributin…

   Jupyter Notebook