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Review - Math review - Numpy and Spark - Lambda functions. Notebook usage - Intro to spark and pySpark API - Using RDDs - Lambda functions - RDD actions, transformation, caching ... Text Analysis - Text similarity of Entity Resolution - Weighted bag-of-words - Cosine similarity - Scalable Entity Resolution ... Create a RDD and pair RDD - Counting words - Finding unique words and mean value - Reference to regular expressions ... Please complete the videos, exercise, and lab before the session on Thursday. Jul 14 - Virtual session - Intro ...
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