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pcy-algorithm

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NooranIshtiaq / Real-Time_Frequent_Itemset_Mining_on_Streaming-Data

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Scalable streaming analytics pipeline implementing Apriori, PCY, and SON algorithms on Amazon product data using Apache Kafka, DASK, and MongoDB. Achieves 75% faster preprocessing with real-time frequent itemset discovery and association rule mining.

python machine-learning data-mining kafka big-data mongodb nosql data-engineering dask association-rules batch-processing streaming-data real-time-processing apriori-algorithm frequent-itemsets pcy-algorithm son-algorithm
  • Updated May 6, 2026
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