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CASE STUDY: Palmer Penguins
(aamePl(enguinslaPelalspeiiesloflpenguinlfoundlinlthel
AntaPitiil (eninsuaal Pegion.l Studiesl aboutl penguins,l
iniaudingl (aamePl (enguins,l oftenl foiusl onl theiPl
behaviouP,l habitat,l popuaationl dynamiis,l andl thel
effeitslofliaimatelihangelonltheiPleiosystems.l
(aamePl (enguinsl datasetl ianl bel aiiessedl fPoml thel
givenlaink:
https://www.kaggae.iom/iode/paPuapandey/penguin-
dataset-the-new-iPis/data
Problem Statement Template
OuPl ReseaPihliommunity Who
haslalpPobaemlthat Itlisldiffiiuatltolidentifylthelspeiiesloflsomel(aamePl(enguins What
when/whiae CoaaeitingldatalfPomlthelPemoteliontinentloflAntaPitiia WhePe
Anlideaalsoautionlwouad (Pediitlthelspeiieslofl(aamePl(enguinslfPomlthelioaaeitedldata Why
ThelPeseaPihePslwantltolpPediitlthelspeiieslofl(aamePl(enguinslbasedlonlthelioaaeitedldata.l
Palmer StationlAntarctical
ioaaeitsldatalfPomlthelPemotel
iontinentloflAntarctica
ReseaPihePslfPomlthislinstitutel
havelioaaeitedldatalonll
penguinslatlthelPalmer
Archipelago
ThelPeseaPihePslwantltolpPediitlthelspeiieslofl(aamePl(enguinslbasedlonlthelioaaeitedldata.
Biaalaength
Culmen length and depth features
Biaaldepth
CuamenlLengthl=laengthloflthelbiaa
Cuamenl epthl=ldepthloflthelbiaa
Note:l Inl thel Pawl data,l biaal dimensionsl
aPel PeioPdedl asl “iuamenl aength”l andl
“iuamenldepth”.lTheliuamenlisltheldoPsaal
Pidgelatoplthelbiaa.
184 Artificial Intelligence Play (Ver 1.0)-X

