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CS 185C Advanced Topics Solving Big Data Problems Fall 2016: Tu/Th 19:30-20:45 Build cluster on laptop Use distributed file systems Write MapReduce programs Build data pipelines and workflows Perform data transformations Store and retrieve data at scale Implement and use classification algorithms Build clustering models Model problems as graphs Prerequisites: • Java programming (CS 146) • 64-bit laptop with at least 8GB RAM •

CS 185C Advanced Topics Solving Big Data Problems...CS 185C Advanced Topics Solving Big Data Problems Fall 2016: Tu/Th 19:30-20:45 Build cluster on laptop Use distributed file systems

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Page 1: CS 185C Advanced Topics Solving Big Data Problems...CS 185C Advanced Topics Solving Big Data Problems Fall 2016: Tu/Th 19:30-20:45 Build cluster on laptop Use distributed file systems

CS185CAdvancedTopicsSolvingBigDataProblems

Fall2016:Tu/Th19:30-20:45

BuildclusteronlaptopUsedistributedfilesystemsWriteMapReduceprograms

BuilddatapipelinesandworkflowsPerformdatatransformationsStoreandretrievedataatscale

ImplementanduseclassificationalgorithmsBuildclusteringmodelsModelproblemsasgraphs

Prerequisites:• Javaprogramming(CS146)• 64-bitlaptopwithatleast8GBRAM•

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