Instructor Notes

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Syllabus

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Introduction

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MapReduce Programming Paradigm

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Spark Computing EnvironmentSpark computing environment

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Data Parallel Computing with SparkData parallel computing with Spark

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Page RankPage Rank

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Locality Sensitive HashingLocality Sensitive Hashing

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Frequent ItemsetsFrequent Itemsets

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ClusteringClustering

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Recommendation SystemsRecommendation Systems

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Distributed Machine Learning with SparkDistributed machine learning with Spark

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