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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


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