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

