Page 191 - Ai_C10_Flipbook
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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





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