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Advanced Analytics in a Big Data World

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2025/2026 Written for academic year
Institution Advanced Analytics In A Big Data World
Course Advanced Analytics in a Big Data World
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Advanced Analytics in a Big Data World

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Big Data Analytics
Questions and Answers
Updated 2026
BigBDataB-
BAnswerBBisBusedBtoBdescribeBtheBcollectionBofBcomplexBandBlargeBdataBsetsBsuchBt
hatBit'sBdifficultBtoBcapture,Bprocess,Bstore,BsearchBandBanalyseBthisBkindBofBdataBusi
ngBconventionalBdataBmanagementBtoolsBandBtraditionalBdatabaseBmanagementBsyste
ms.



suchBthatBit'sBdifficultBtoBcapture,Bprocess,Bstore,BsearchBandBanalyseBthisBkindBofBda
taBusingBconventionalBdataBmanagementBtoolsBandBtraditionalBdatabaseBmanagementB
systems.B-BAnswerBBWhyBisBthereBaBneedBtoBuseBaB"BigBData"?



BigBDataBAnalyticsB-
BAnswerBBisBtheBuseBofBadvancedBanalyticBtechniquesBagainstBveryBlarge,BdiverseBdat
aBsetsBthatBincludeBdifferentBtypesBsuchBasBstructured/unstructuredBandBstreaming/ba
tch,BandBdifferentBsizesBfromBterabytesBtoBzettabytes.



BigBdataB-
BAnswerBBisBaBtermBappliedBtoBdataBsetsBwhoseBsizeBorBtypeBisBbeyondBtheBabilityB
ofBtraditionalBrelationalBdatabasesBtoBcapture,Bmanage,BandBprocessBtheBdataBwithBlo
w-latency.



ItBallowsBanalysts,Bresearchers,BandBbusinessBusersBtoBmakeBbetterBandBfasterBdecisio
nsBusingBdataBthatBwasBpreviouslyBinaccessibleBorBunusable.B-
BAnswerBBHowBhelpfulBisBitBtoBanalyseBaBBigBData?



textBanalytics,BmachineBlearning,BpredictiveBanalytics,BdataBmining,Bstatistics,BandBnat
uralBlanguageBprocessingB-
BAnswerBBWhatBareBtheBadvancedBanalyticsBtechniquesBthatBhelpsBbusinessBanalyseB
previouslyBuntappedBdataBsourcesBindependentBorBtogetherBwithBtheirBexistingBenterp
riseBdataBtoBgainBnewBinsightsBresultingBinBsignificantlyBbetterBandBfasterBdecisions..

, -SensorsBusedBtoBgatherBclimateBinformation

-PostsBtoBsocialBmediaBsites

-DigitalBpicturesBandBvideos

-SoftwareBlogs

-Documents

-Politics

-GPSBtrails

-PurchaseBtransactionBrecords

-TrafficB-BAnswerBBWhereBdoesBBigBDataBoriginates?



-IncreaseBofBstorageBcapacities

-IncreaseBofBprocessingBpower

-AvailabilityBofBdataB-BAnswerBBKeyBEnablersBforBtheBGrowthBofBBigBData



-MoreBdataBleadsBtoBmoreBaccurateBanalyses.

-MoreBaccurateBanalysesBleadsBtoBbetterBdecisionBmaking.

-
BetterBdecisionsBmeansBgreaterBoperationalBefficiencies,BcostBreductionsBandBreducedB
risks.B-BAnswerBBWhyBisBBigBDataBImportant?



-Volume

-Velocity

-Variety

-VeracityB-BAnswerBBWhatBareBtheB4V'sBofBBigBData?



VolumeB-BAnswerBB*DataBatBRest

B*TerabytesBtoBexabytesBofBexistingBdataBtoBprocess

*sizeBofBtheBdata

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