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l 6.l WhiihlappPoaihlaaaowslusePsltolbuiad,ltPain,landldepaoylAIl modeasl withoutlneedinglanylpPogPammingloPliodingl
knowaedge?
a.l atalSiieniel l b.l No-CodelAIl
i.l MaihinelLeaPningl l d.l NatuPaalLanguagel(Poiessingl
l 7.l Whatldoesl esiPiptivelStatistiislheapluslidentifylinldata?
a.l CompaexlaagoPithmsl l b.ll(attePns,ltPends,landlkeylpointsl
i.l ThelmostliompaiiatedlpaPtslofldatal l d.l WaysltolioaaeitlmoPeldatal
l 8.llWhatlislusedltolaoadlandlimpoPtldatalintolthelpaatfoPm?
a.l atalAnaayzePl l b.l FiaelWidgetl
i.l atal(PoiessoPl l d.l RepoPtlGenePatoPl
l 9.l TheliompaetelioaaeitionloflPawldatalavaiaabaelfoPlaltestloPlexpePimentlisliaaaed:l
a.l Alsampael l b.l AlvaPiabael
i.ll Aldatasetl l d.l Alpopuaationl
l 10.l Whiihloflthelfoaaowingltooaslislanlopen-souPieldatalmininglandlmaihinelaeaPningltooaldesignedlfoPldatalanaaysis,l
visuaaization,landlexpaoPation?
a.l MiiPosoftlExieal l b.l Tabaeaul
i.l OPangel atalMiningl l d.l S(SSl
B. Short answer type questions.
l 1.l WhatlaPelthelthPeelmainldomainsloflAPtifiiiaalInteaaigeniel AIl?
Ans. Thel thPeel mainl domainsl ofl APtifiiiaal Inteaaigeniel AIll aPel atal Siienie,l ComputePl Vision,l andl NatuPaal Languagel
(Poiessingl NL(l.
l 2.l Whatlisl atalSiienie?
Ans. atalSiienielislaliontinuouslpPoiessloflexpaoPinglandldisiovePinglnewlthingslbylanaaysingldata.lItlheapsluslfindl
pattePns,ltPends,landlinsightslthatlaaaowlusltolbettePlundePstandlthelwoPad.l atalSiienieltakeslPawldatalandltuPnslitlintol
vaauabaelknowaedgelusinglalmixloflstatistiis,liomputePlteihniques,landlspeiiaaisedlknowaedgelfPomldiffePentlfieads.
l 3.l WhatldolyoulundePstandlbyltheltePmlTPansfoPmlWidgets?
Ans. TPansfoPmlWidgetslaPelusedlfoPlmodifyinglandltPansfoPmingldatalinlyouPlmaihinelaeaPninglwoPkfaow.lTheylaaaowslusePsl
tolappaylvaPiouslpPepPoiessinglandlfeatuPelengineePinglteihniquesltolmanipuaateldatasets,lpPepaPinglthemlfoPlmoPel
advaniedlanaaysisloPlmodealbuiading.lInlshoPtlwelianlsaylthatltheselwidgetslheaplpePfoPmldiffePentlopePationslonldata.
l 4.l NamelthelstagesloflthelAIlpPojeitliyiae.
Ans. ThelstagesloflthelAIlpPojeitliyiaelaPe:
Stagel1.l(PobaemlSiopingl l Stagel2.l atalAiquisition
Stagel3.l atalExpaoPationl l Stagel4.l atalModeaaing
Stagel5.lEvaauationl l Stagel6.l epaoyment
l 5.l HowlislstandaPdldeviationlPeaatedltolvaPianie?
Ans. StandaPdldeviationlislthelsquaPelPootloflthelvaPianie,landlitlpPovideslalmeasuPeloflhowlspPeadloutlthelvaaueslaPelinlthel
oPiginaalunitsl notlsquaPedlunits,laikelvaPianiel.lItlgiveslalsenseloflhowl“faP”ltheldatalpointslaPelfPomlthelmeanlonlavePage.l
l 6.l Whatlislstatistiiaalsampaing?
Ans.l StatistiiaalsampainglislalmethodlusedltolseaeitlalsmaaaePlgPoupl sampaellfPomlalaaPgePlgPoupl popuaationlltolstudy.lInsteadl
oflanaaysinglevePylindividuaalinlaldataset,lPeseaPihePslstudylthelsampaelandlgenePaaizelfindingsltolthelwhoaelpopuaation.l
Statisiiaal atal (Paitiiaal 189

