Making Cross Validation Simple|What,why and types of Cross validation

Making Cross Validation Simple|What,why and types of Cross validation

#CrossValidation #KFoldCrossValidationTechniques #UnfoldDataScience

Hello All,
My name is Aman and I am a data scientist.

About this video:
In this video, I explain the concept of cross validation in detail. This video is intended for students who want to understand how cross validation work and
what are the main cross validation techniques. I also explain how cross validation can be performed in Python. Below topics are specifically answered in this video:

1. Cross Validation - what and why?
2 Leave one out cross validation - LOOCV
3 K-FOLD Cross validation
4. Stratified K Fold cross validation techniques
5. Cross validation in python

Links to undertand python implementation of cross validation techniques

LOOCV : https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneOut.html

K-FOLD CV : https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html#sklearn.model_selection.KFold

StratifiedKFold : https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedKFold.html#sklearn.model_selection.StratifiedKFold
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Видео Making Cross Validation Simple|What,why and types of Cross validation канала Unfold Data Science