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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
192 Artificial Intelligence Play (Ver 1.0)-X

