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1. person-re-identification person-re-identification Public

   Person Re-identification using Siamese Network in PyTorch

   Jupyter Notebook

2. federated-learning-for-heart-attack-detection federated-learning-for-heart-attack-detection Public

   Exploring the use of federated learning algorithms, including FedAvg, FedProx and SCAFFOLD, to improve the accuracy of a CNN created for heart attack detection.

   Python

3. music-streaming-app music-streaming-app Public

   A simple application to play songs stored in S3, with song, artist and album details stored in CockroachDB and user-specific listening history and playlists stored in Cassandra.

   Python

4. retail-etl-pipeline retail-etl-pipeline Public

   A simple ETL pipeline to analyze retail transactions and customer data using PySpark on Databricks. The code for extractor, transformer and loader were written using the factory method pattern.

   Jupyter Notebook

5. world-bank-data-preprocessing world-bank-data-preprocessing Public

   An ETL pipeline built with PySpark and Pandas to preprocess World Bank datasets on projects, population, and GDP. It performs essential data transformations, including handling missing values, sett…

   Jupyter Notebook

6. diffusion-object-pose diffusion-object-pose Public

   Template matching method to find the pose of an object through the aggregation of features from Stable Diffusion.

   C