Standardization vs Normalization Clearly Explained!

Let's understand feature scaling and the differences between standardization and normalization in great detail.
#machinelearning #datascience #artificialintelligence

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[NedSar]

This video should be nominated to the YouTube Oscars/Grammy awards....

[xTurqoise]

Also in Principal Component Analysis, scaled features are very important because we search for the principal axes that have the highest variance. So if we have one feature in [0, 1] and the other one in [1, 100], then the latter one has a much higher variance, even though it may not contain much information to be kept by the PCA.

[severtone]

Your clarity is amazing. This helps! Sub earned

[AbheeBrahmnalkar]

This is the first video I watched and man you have crushed it. This intuitive explanation of math was a joy to watch. Please keep them coming.

[Anna-uhqx]

How many more people would understand math if we had explanations like this. I feel like I have been reading math papers written in French, and you just spoke in English for me. Gosh, THANK-YOU.

[jullienbeaufondcamacho]

Great, specially good to explain the misconception with non linear transformations which for some reasons is constantly used in conversations as normalization/standarization

[Mutual_Information]

I was wondering where you’ve been! Nice to see you back to posting.

Well covered topic - it’s easy to overlook standardization and normalization thinking they are simple. They have some important subtleties

[lenko_me]

Very nice video! Everything became clear as soon as I watched this

[vemundrye]

You're doing amazing work here, hopefully one day you will get the recognition you deserve

[vantuantran]

thanks man, It's help me so much to understand about normalization
Very helpful

[jb_makesgames]

Good video - your description and explanation is good. However relating the basic explanations to real world problems would be helpful for users. Also using a partial distribution to calculate things such as volatility based on only the negative change is interesting. Also using curve fitting of data to determine parameters for trading and models is also interesting

[TheEudesFilho]

Great lesson! Thank you so much for you video

[arhammonds]

Wow - what an incredibly helpful video; thank you.

[syifasyuhaidahazman]

love it. thanks so much for the explanation

[ramblingsofadegenerate]

Great explanation boss helped a lot chaliye jaao guru

[TranquilSeaOfMath]

Very nice explanation and demonstration. Good topic.

[gactve]

Great videos, dude!
It's a shame we no longer get this great content

[DeathlessLife]

An excellent explanation...Thanks a lot for sharing ....

[aravindr]

Normalisation became new normal to me, great job dude!!!!

[ashraf_isb]

sir olease make more videos, your sessions are very helpful