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Real-Time-Amazon-Product-Recommendation-System-using-Apache-Spark-MongoDB-Flask-and-Apache-Kafka

We implemented a two-phase project: Phase 1 involved loading cleaned Amazon product data into MongoDB using Apache Spark and performing EDA. Phase 2 included training a recommendation model, setting up a Flask web app, and using Apache Kafka for real-time streaming of personalized recommendations and storing them in MongoDB.

I couldnot add the and reviews.json or even sampled reviews.json, model due to size constraints.

SmartSpark - Google Chrome 23_07_2023 4_19_36 pm

SmartSpark - Contact - Google Chrome 23_07_2023 4_21_01 pm

SmartSpark - About - Google Chrome 23_07_2023 4_20_38 pm

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We implemented a two-phase project: Phase 1 involved loading cleaned Amazon product data into MongoDB using Apache Spark and performing EDA. Phase 2 included training a recommendation model, setting up a Flask web app, and using Apache Kafka for real-time streaming of personalized recommendations and storing them in MongoDB.

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