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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