Day-18; Handling Outliers in Data using Pandas

Рет қаралды 4,423

Күн бұрын

Пікірлер: 23

@kiddienotes733 9 ай бұрын

we learned about outliers, it is important to remove outliers or else it will destroy our data, change the mean, the median value Detection Techniques: 1. Visual Identification: Creating box plot, Histogram 2. Statistical Methods: Z square Method HOW TO DEAL WITH THEM 1, Remove Them 2. Transform Them 3. Impute them 4. Use the robust models

@AwaisTahir-j7b 9 күн бұрын

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@postiveworldquotes9566 Жыл бұрын

types of outlier univariant:single variable bivariate:two variable Mulitbivariate :more then 2 tow viabler remove the outlier using method 1.Iqr 2.z-score 3.impute such as mean,mode,median 4.remove outlier if possible then conditon use 5. transformation

@doptopgaming9569 Жыл бұрын

outliers is out of contest values which we have to remove using diff methods like visually or iqr method or z=score ,and its really important to remove outliers if you wanna use various range of ml models with efficiency .fornoutliers we defined two boundries lower and upper .and for dealing we can remove ,transform,impute them and 4th one not recomandable to use ml models that doesnt care of outliers.

@doptopgaming9569 Жыл бұрын

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@doptopgaming9569 Жыл бұрын

@QuranUrduTube most welcm

@faisaljehan-nr7yp 11 ай бұрын

Great lecture sir

@mjawad17-v71 10 ай бұрын

ALLAH Bless you Awesome teaching method and fabula's knowledge about things that you provide.

@raiusama7933 10 ай бұрын

Behtreen ❤️

@naaztalath 11 ай бұрын

so Today we learned outliears , it is important to remove outliears or else it will destroy our data ,changes mean , median value How to find them : 1. Visual identify : Creating box plot , Histogram 2. Z square Method HOW TO DEAL WITH THEM 1, Remove Them 2. Transform Them 3.Impute them 4. Use Ml model that doest care about outliears

@Rizwan_474 9 ай бұрын

Thank you sir 😍

@Codanics 9 ай бұрын

Most welcome

@changecattletech Жыл бұрын

Great Course

@Khalid0001-f3b Жыл бұрын

program to waar gaya 😁

@mentalgaming2739 Жыл бұрын

VERY-NICE...INFORMATION

@shafiqtoor841 Жыл бұрын

1- * Remove the Outliers if possible 2- * Replace with Mean values 3- * Replace with Average values

@seharshafi3625 Жыл бұрын

Live class kitny bbjy huti ha?

@funnyshabby6387 Жыл бұрын

#reposting : Hi,i am studnt of pkc2023 : anything i am typing in visual code i.e import_etc input_ print_ ImportError_ print_ input_("write name") this underscore is appearing automaticly, i am unable to run any code i have tried so many things to resolve this issue install,unstall but didnt get any result.