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Utilizing AWS S3, Glue, Athena, SageMaker, Kafka, and Spark, a scalable data pipeline was built to process Yelp reviews. Real-time insights were obtained by implementing sentiment analysis, privacy strategies (K-Anonymity, Differential Privacy), and streaming algorithms (Bloom Filter, LSH).
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7
commits