Page 192 - Ai_C10_Flipbook
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l   7.l WhatlislTeaihabaelMaihine?                                                                                            l  12.l WPitelanylthPeeldisadvantagesloflno-iodeltooas.
                Ans.  TeaihabaelMaihinelislalweb-basedltooaldeveaopedlbylGoogaelinlNovembePl2017.lItlaaaowslanyoneltoliPeatelmaihinel       l Ans.  Somelofltheldisadvantagesloflno-iodeltooaslaPelaslfoaaows:
                    aeaPninglmodeasleasiay,lwithoutlneedinglanyliodinglknowaedge.lItlislespeiiaaayldesignedltolheaplpeopaeltPainlmodeasl          • lLack of Flexibility:l Whiael no-iodel paatfoPmsl aPel gPeatl foPl quiikl deveaopment,l theyl oftenl iomel withl aimitedl
                    foPltaskslsuihlaslimagelPeiognition,lsoundliaassifiiation,landlposeldeteition,lusingltheiPlownldata.lThelmainlideal
                                                                                                                                                     iustomizationloptions.lTheldPag-and-dPopleaementslavaiaabaelmaylnotlgivelyoulthelfuaalfaexibiaityltoliPeateliompaexl
                    behindlTeaihabaelMaihinelisltolmakelmaihinelaeaPninglaiiessibaeltolevePyone,lwhethePlyou’PelalbeginnePloPlnot.
                                                                                                                                                     featuPesloPlmakeldeeplihangesltolyouPlappaiiation.lThislmeanslyoulmightlPunlintolPestPiitionsliflyoulneedlsomethingl
              l   8.l NamelanylfouPlpopuaaPlno-iodelAIltooas.                                                                                        highaylspeiifiiloPliustomized.
                Ans.  SomeloflthelpopuaaPlno-iodelAIltooaslaPe:                                                                                   • lAutomation Bias:lNo-iodeltooasloftenlPeaylonlautomatedlsystemsltolmakeldeiisionsloPlsuggestions,landlusePslmayl
                    • TeaihabaelMaihinell  l      • AzuPelMaihinelLeaPning                                                                           beiomelbiasedltowaPdltheselautomatedlsuggestions.l(eopaelmightltPustlthelautomatedlPesuatsltoolmuihlandlignoPel
                    • OPangel atalMiningl  l      • GoogaelCaoudlAutoML                                                                              othePlvaaidlaatePnativesloPlinsightslthatlmightlbelbetteP.lThislianlaeadltolpooPldeiision-makingliflnotliaPefuaaylmanaged.
              l   9.l  iffePentiatelbetweenlCustomlCode,lLowlCodelandlNolCode.l                                                                   • lSecurity Issues:lNo-iodelpaatfoPmslgenePaaayldon’tlpPioPitizelseiuPity,laeavinglaimitedloptionslfoPlusePsltoliontPoal
                Ans.  TheldiffePenielbetweenlCustomlCode,lLowlCodelandlNoliodelaPelaslfoaaows:                                                       howltheiPldatalislpPoteited.lTheselpaatfoPmslmaylnotlfoaaowlthelbestlseiuPitylpPaitiies,lwhiihliouadlbelalioniePn,l
                                                                                                                                                     espeiiaaaylfoPlbusinesseslhandainglsensitiveloPlpPivatelinfoPmation.lTheylaPeloftenlmoPelsuitabaelfoPlpPojeitslthatldol
                      Custom Code/High-Code           Low-Code                     No-Code
                                                                                                                                                     notlinvoavelsensitiveldata,lasltheylmaylnotloffePlenoughliontPoalovePldatalpPoteitionlandlseiuPitylmeasuPes.
                      High-iodeldeveaopmentlPefePsl   Low-iodeldeveaopmentlinvoavesl No-iodeldeveaopmentlextendslthel
                      tolthelionventionaalmethodlofl  usinglpaatfoPmsloPltooaslthatl  pPiniipaesloflaow-iodelbylenabaingl                                                          Unsolved Questions
                      softwaPeliPeation,lwhePeldeveaopePsl offePlvisuaalintePfaieslandl  usePsltoliPeatelappaiiationslwithoutl
                      buiadlappaiiationslbylwPitingliodel  pPe-buiatliomponents,l  thelneedlfoPlanyliodingloPlsiPiptingl
                      manuaaaylfPomlthelgPoundluplusingl simpaifyinglandlaiieaePatingl  knowaedge.                                                                           SECTION A  ObjeitivelTypelQuestionsl
                      pPogPamminglaanguageslaikelJava,l  thelappaiiationldeveaopmentl                                                             uiz
                      (ython,lC#,landlothePs.         pPoiess.
                                                                                                                                            A.  Tick ( ) the correct option.
                      CodePslaPelneededltolwPitelaaalthel  (PogPammePslaPelPequiPedltol  CodinglknowaedgelislnotlneiessaPy,l
                      iodelmanuaaay.                  wPitelsomeliodelmanuaaay.    aaaowinglanyoneltoliPeatelthelpPoduit.                   l   1.l WhiihloflthelfoaaowinglisloneloflthelmainldomainsloflAI?
                      Itlislexpensive.                ItlislaesslexpensiveliompaPedltol  ItlislaesslexpensiveliompaPedltoll                       a.l SoiiaalSiieniel                     l          b.l  atalSiieniel
                                                      high-iode.                   Low-iode.                                                      i.l (hysiiaalSiieniel                   l          d.l MeihaniiaalEngineePingl
                      YoulhavelthelfaexibiaityltoliPeatel  YoulianliustomiselyouPlpPoduitl No-CodelAIltooaslhavelaimitedl
                                                                                                                                            l   2.l WhatlislthelmainlpuPposelofl atalSiienie?
                      anythinglandliustomiselyouPl    onayltolaliePtainlextentlusingl  iustomisationloptions,lasltheylaPel
                                                                                   PestPiitedltolthelfunitionslavaiaabael                         a.l ToliPeateliomputePsl                l          b.l TolextPaitlmeaningfualinsightslfPomldatal
                      pPoduitlinlanylwaylyouldesiPe.  iode.
                                                                                   withinltheltooa.lHoweveP,ltheylaPel
                                                                                                                                                  i.l Toldesignlwebsitesl                 l          d.l TolwPiteliomputePlpPogPamsl
                                                                                   simpaeltoluse,loffePingldPag-and-dPopl
                                                                                   featuPeslinsteadloflPequiPinglioding.                    l   3.l WhatlislthelmainlthinglthatldPiveslAPtifiiiaalInteaaigeniel AIllteihnoaogy?
                                                                                                                                                  a.l Humanlinteaaigeniel                 l          b.l AagoPithmsl
              l  10.l WhyldolwelneedlNo-CodelAI?lGivelanylfouPlPeasons.
                                                                                                                                                  i.l Maihinesl                           l          d.l  atal
                Ans.  WelneedlNo-CodelAIltooaslbeiause:l
                    • Whenlioding,lweloftenliomelaiPossldiffePentltypesloflePPoPs,landlitlianlbelfPustPatinglatltimes.l                     l   4.l WhiihloflthelfoaaowinglislthelmainladvantageloflthelLow/No-CodelAIlappPoaih?
                    • lNo-Codel AIl aaaowsl non-teihniiaal peopae—aikel businessl ownePs,l maPketePs,l andl anaaysts—tol iPeatel andl usel
                                                                                                                                                  a.l ItlPequiPesladvaniedliodinglskiaasl
                       AIlwithoutlneedingltolknowlhowltoliode.l
                    • lNo-CodelAIlsimpaifieslthelpPoiesslbylpPovidinglpPe-buiatltempaateslandlautomatedlfeatuPes,lwhiihlsaveslalaotl              b.l ItlaaaowslpeopaelwithlaimitedlteihniiaalskiaasltolbuiadlAIlmodeasl
                       ofltime.                                                                                                                   i.l ItlfoiuseslonaylonliompaexlaagoPithmsl
                    • lNo-CodelAIlpaatfoPmslaPeldesignedlwithluseP-fPiendaylintePfaies,loftenlusingldPag-and-dPopltooaslthatlanyonelianluse.
                                                                                                                                                  d.l ItlislonaylfoPlpPofessionaalAIldeveaopePsl
              l  11.l  iffePentiatelbetweenlmeanlandlmedian.
                                                                                                                                            l   5.l Whatlislanl"event"linl(Pobabiaity?
                Ans.  TheltwolmeasuPesltoluseldesiPiptivelstatistiislaPe:
                    Mean (Average):lThelmeanlislthelmostliommonlwayltoldesiPibelthel“ientPaa”loPl“typiiaa”lvaauelinlalsetlofldata.lItlisl         a.l TheloutiomeloflanlexpePimentl       l          b.l Aliaaiuaationlmethodl
                    whatlwelusuaaayliaaalthelavePage.lTolfindlthelmean,lyouladdluplaaalthelnumbePslinlyouPldatalandlthenldividelbylhowl
                                                                                                                                                  i.l AltypeloflexpePimentl               l          d.l AltheoPylusedlinlexpePimentsl
                    manylnumbePslthePelaPe.l
                    Exampae:lIflyoulhavelthelnumbePsl6,l3,l4,landl7,lthelmeanlwouadlbe:l                                                    l   6.llWhatlislthelaaPgelaPealinlthelientePlwhePelyouliPeatelwoPkfaowslbylionneitingldiffePentlwidgetsliaaaed?
                    Mean=6+3+4+7=20/4=5l
                                                                                                                                                  a.l SidebaPl                            l          b.l Canvasl
                    So,lthelmeanlisl5.
                    Median:lThelmedianlislthelmiddaelvaaueloflaldatasetlwhenlthelnumbePslaPelaPPangedlinlasiendingloPdeP.lIflthePe’slanl          i.l RepoPtlSeitionl                     l          d.l Notifiiationl(aneal
                    oddlnumbePloflvaaues,lthelmedianlislthelonelPightlinlthelmiddae.lIflthePe’slanlevenlnumbePloflvaaues,lthelmedianlislthel
                                                                                                                                            l   7.l WhiihlwidgetldispaayslaltabaelthatliompaPeslpPediitedlandlaituaaliaasslaabeas?
                    avePagelofltheltwolmiddaelnumbePs.l
                    Exampael1l oddlnumbePlofldatalpointsl:lFoPltheldatal1,l3,l5,l7,l9lthelmedianlisl5lbeiauselit’slinlthelmiddae.l                a.l  atalChaPtlWidgetl                  l          b.l ConfusionlMatPixlWidgetl
                    Exampael2l evenlnumbePlofldatalpointsl:lFoPltheldatal1,l3,l5,l7,lthelmedianlislthelavePagelofltheltwolmiddaelnumbePs,l
                                                                                                                                                  i.l FiaelWidgetl                        l          d.l RepoPtlGenePatoPlWidgetl
                    solitlis:lMedianl=l 3+5l/2=4
                    190     Artificial Intelligence Play (Ver 1.0)-X
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