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immigration_data_etl_analysis
immigration_data_etl_analysis PublicThis project demonstrates skills in data engineering, specifically it contains an efficient ETL process utilizing AWS EC2, EMR and S3, Python and Spark and orchestrating the data pipeline with Airflow
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next-basket-prediction
next-basket-prediction PublicUtilizes sequence models to generate "next basket" recommendations for a grocery retail dataset
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grocery-recommender
grocery-recommender PublicThis project builds a hybrid recommender system for a grocery store utilizing Matrix Factorization and classification algorithms
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shopping-missions
shopping-missions PublicCreates "shopping missions", a segmentation of baskets where those baskets contain similar items. The segmentation is developed using principles from NLP, specifically topic models. The pipeline ut…
Python
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