Page 194 - Ai_C10_Flipbook
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l   8.llWhiihlwidgetlislusedltolPeduieldimensionaaitylandlvisuaaiselhigh-dimensionaaldatalinl2 loPl3 ?
                    a.l (CAlWidgetl                         l          b.l t-SNElWidgetl

                    i.l  atalVisuaaizationlWidgetl          l          d.l  atalReduitionlWidgetl
              l   9.l WhiihloflthelfoaaowingldesiPibeslthelpPoiessloflPepaaiinglmissinglvaaueslwithlsomelfoPmloflestimate?
                    a.l FeatuPelEngineePingll               l          b.l  atalCaeaningll

                    i.l Imputationll                        l          d.l  atalTPansfoPmationl
              l  10.l WhiihloflthelfoaaowinglislalpopuaaPltypeloflmaihinelaeaPninglmodealusedlfoPlmakinglpPediitions?
                    a.l  eiisionlTPeell                     l          b.l NeuPaalNetwoPkl

                    i.l SuppoPtlVeitoPlMaihinell            l          d.l RandomlFoPestl

              B.  Short answer type questions.
              l   1.l NamelanylthPeelappaiiationslofldatalsiienie.
              l   2.l WPitelalshoPtlnotelonlGenetiislandlGenomiis.
              l   3.l WhatldolyoulundePstandlbyltheltePml atalWidgets?
              l   4.l WhatlislanloutaiePlinlaldataset?
              l   5.l HowldoeslpPobabiaitylheapluslundePstandlevents?
              l   6.l WhatlislLobelAI?
              l   7.l WhatlaPelsomelusesloflAzuPelML?
              l   8.l WPitelanylthPeelfeatuPesloflOPangel atalMining.

              l   9.l  efinelModealWidgets.
              l  10.l WhatlislGoogaelCaoudlAutoML?
              l  11.l WPitelanylthPeelbenefitsloflno-iodeltooas.
              l  12.l WPitelanyltwolappaiiationslofldatalsiienie.

                                                                                       21 st  Century   #Information Literacy
                                                                                           Skills
                               Lab


                        1.l Inl thel USl Aduatl Iniomel dataset,l youl wantl tol pPediitl whethePl al pePsonl eaPnsl moPel thanl $50Kl
                           annuaaayl basedl onl vaPiousl demogPaphiil featuPesl suihl asl age,l eduiationl aevea,l maPitaal status,l
                           oiiupation,landlhouPslwoPkedlpePlweek.lSinieliniomel moPeloPlaesslthanl$50Kllisltheloutputl whatl
                           you'PeltPyingltolpPediitl,litlshouadlbelsetlaslthelaabea.
                        l  Download the Dataset:lhttps://www.kaggae.iom/datasets/johnoaafenwa/us-
                           iensus-data
                        2.l InlthelYouTubelAdviewldataset,lyoulwantltolpPediitlthelnumbePloflviewslanladl
                           PeieiveslbasedlonlvaPiouslfeatuPeslaikelvideolaength,ladltype,ltaPgetedlaudienie,landltheltimelthel
                           adlwaslposted.lSinielthelnumbePloflviewslisltheloutputl whatlyou'PeltPyingltolpPediitl,litlshouadlbel
                           setlaslthelaabea.
                        l  Download the Dataset:l https://www.kaggae.iom/datasets/mohdshahnawazaadia/
                           tPain-and-test-data-set




              Answers


              Exercise (Section A)
              A.  l 1.llbl  2.l bl  3.l bl   4.l bl   5.l il    6.l bl    7.l bl   8.l bl    9.l dl  10.l i


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