Page 187 - Ai_C10_Flipbook
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Flipper Length and Body Mass features
• FaippePlLengthlislthelaengthloflthelflippePsl
oflalpenguin
• BodylMasslislthelweightloflthelpenguin FaippeP
• Inl piituPe:l Gentool penguinl flippePsl aPel
thel shoPtestl inl iomputePisonl tol Adeaiel
andlChinstPap
Let’slteaihlanlAIlmodealtolpPediitlthelpenguinlspeiieslinlOPangel atalMininglnow!
BasedlonlfeatuPeslaikeltheiPlsizes,lhowlaongltheiPlbeakslaPe,landlthelioaoPslofltheiPlfeathePs.lO Mlianlanaayselaaal
thelpenguinldatalyoulioaaeitedlandlaeaPnltolPeiogniselpattePnslaslshownlbeaow:
l atalfoPl(ALMERl(ENGUINSlianlbeldownaoadedlfPomlthelgivenlaink:l
l https://oPangewebsuppoPt.io.in/AI/(enguins_(aameP/(enguins_(aameP.zipl
l OR
l https://bit.ay/4ataCN7l
Follow the given steps for data acquisition:
Step 1 PaglandldPoplthelFilelwidgetltolthelianvas.
Step 2 oubae-iaiiklthelFilelwidgetltolseelitslpPopePtiesltab.l
Step 3 CaiiklonlthelBrowselbutton,laslshownlbeaow:
Step 4 Navigatelthelaoiationlandlseaeitlthelpenguins_train.csvldatasetlandliaiiklonlthelOpenlbutton.
Step 5 Right-iaiiklonlFilelwidgetlonlthelianvaslandlseaeitlthelRenameloptionltolPenamelthelfiaelaslTrain Data.
Step 6 Repeatlaaalthelabovelstepsltolupaoadlpenguins_test.csvlfiaelonlianvaslandlPenamelitlaslTest Data.
Stage 3 Data Exploration
Follow the given steps for data exploration:
Step 7 oubae-iaiiklonlthelTrain DatalandlTest DatalwidgetslfoPliheikinglthelmissinglvaaueslinldata.
AftePlthis,liaoselthelwindow.
Step 8 PaglandldPoplthelFeature StatisticslwidgetljustlnextltolTrain data.l
Step 9 ConneitlthelTrain DataltolFeature StatisticslwidgetlbyldPaggingltheloutputlfPomlTrain Dataltolthel
inputloflFeature Statisticslwidget.
Step 10 oubae-iaiiklonlFeature Statisticsltolseeltheldata.
Step 11 oubae-iaiiklthelImputelwidgetljustlnextltolFeature Statisticslwidget.l
ThelImputelwidgetlwoPkslbylaaaowinglyoultolihooselanlappPopPiatelstPategyltolfiaalinlmissinglvaaues.l
Step 12 ConneitlthelTrain DatalwidgetltolImputelwidgetlbyldPaggingltheloutputlfPomlTrain Data tolthelinputl
oflImputelwidget.
Step 13 oubae-iaiiklonlthelImputelwidgetltolopenlthelpPopePtieslwindow.l
Statisiiaal atal (Paitiiaal 185

