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Module 1: Fundamental Big DataOfficial Mind Map Supplement

Big Data Science Certified Professional (BDSCP) ProgramCopyright © Arcitura Education Inc. www.arcitura.com

business justificationdata procurement

organizational prerequisitesprivacy

provenancesecurity

limited realtime supportdistinct performance challenges

distinct governance requirementsdistinct methodology

cloud computing

Terminology & Concepts

analyticsbusiness intelligence

datasetdata analysis

key performance indicator (KPI)

Big Data Characteristics

ValueVariety

VelocityVeracityVolume

Big Data Sourceshuman-generatedmachine-generated

Data Analysis types

online transaction processing (OLTP)online analytical processing (OLAP)extract-transform-load (ETL)data warehousedata martHadoop

Enterprise Technologies

quantitative analysisqualitative analysisdata mining

Adoption & Planning Considerations

analytics & data sciencedigitizationaffordable technology & commodity hardwaresocial mediahyper-connected communities & devicescloud computing

Big Data Drivers

Big Data Types

metadatasemi-structured

structuredunstructured

aggregationdrill-downfilterroll-upwhat-if analysis

Data Visualization tool features

Analytics

descriptivediagnosticpredictiveprescriptive

types

traditional BIBig Data BI

typesBusiness Intelligence

Module 1Fundamental Big Data

Big Data Professional