6.Feature Scaling in Machine Learning(Normalization & Standardization) | Feature Scaling Sklearn

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This tutorial titled "Feature Scaling in Machine Learning(Normalization & Standardization) | Feature Scaling Sklearn" explains feature scaling which is an integral part of machine learning. Since many of the times, you might have encountered a situation one of your independent variables had very small numeric values and another had very large numeric values. How to bring such column values on the same scale for more accurate machine learning prediction is something that will be covered here. This is a machine learning & deep learning Bootcamp series of data science. You will also get some flavor of data engineering as well in this Bootcamp series. Through this series, you will be able to learn each aspect of the Data science lifecycle right from collecting data from disparate data sources, data preprocessing to doing visualization as well as model deployment in production. You will also see how to perform data preprocessing and build, regression, classification, clustering as well as a recurrent neural network, convolution neural network, autoencoders, etc. Through this series, you will be able to learn everything pertaining to Machine and Deep Learning in one place. Content & Playlist will be updated regularly to add videos with new topics.

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Superb explanations, it will be better without backgroud music

fiddinyusfida
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I always follow you, your videos are very helpful to me. Thank you so much🙂

Germaniya_online
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Nice video to understand the basic concept of feature scaling

ravindrabhalsing
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i was hoping that you would explain difference between normalization and standarization and under what circumstances you would use one over other

Gannu
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hi sir nice video.
generally for any dataset y column values required scaling?
with out doing scaling am getting errors.. can you please tell me if you know.

divakarm
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Brother, your videos are very helpful for me and my friends. I have a question that you applied feature scaling on pregnancies and glucose but while working on a project do we have to do feature scaling on all the independent features of this dataset beacuse all are in different scale, if yes then on what basis. Please help as we all really follow your videos and it helps us all a lot.

SaurabhKumar-nwgu
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Excellent video..keep posting..All d best

krishnamohantiwari
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No music needed !! Plsss. The explanation is good. Like it and thankful for it... Bt sometimes it seems like u r just reading out formulas and m not able to understand it. (5:00 to 7:00 for example) . Your voice quality is a bit annoying too... #notACritic #givingGenuineFeedback

ravish
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how to do it without using the sklearn lib?

sandyjust
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Please stop the music. Can not clearly listen to you.

gunaratnamabhiram
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please remove music. that is bit annoying

Gannu
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