Why Do We Need to Perform Feature Scaling?

Hello All,
In this video we will be understanding why do we need to perform Feature Scaling. Happy Learning!!

Buy the Best book of Machine Learning, Deep Learning with python sklearn and tensorflow from below
amazon url:

Connect with me here:

Subscribe my unboxing Channel

Below are the various playlist created on ML,Data Science and Deep Learning. Please subscribe and support the channel. Happy Learning!

You can buy my book on Finance with Machine Learning and Deep Learning from the below url

🙏🙏🙏🙏🙏🙏🙏🙏
YOU JUST NEED TO DO
3 THINGS to support my channel
LIKE
SHARE
&
SUBSCRIBE
TO MY YOUTUBE CHANNEL

[Official-tknc]

If you are watching this in lockdown believe me you are one of the rare species on the earth who are working hard to achieve something in their life. Many students are wasting their time watching youtube, playing games, pubg, watching webseries, netflix, etc, all the best, nitjstudenthere.

[ulysses_grant]

May God reward you in centuple for your work sir. We can see you are really know what you are teaching, and that you are passionate about teaching it. Thank you.

[Person-hbdv]

explained way better than so many paid courses

[benvelloor]

You had mentioned that Feature scaling helps speed up algorithms which use gradient descent. Even though Xgboost is an ensemble learning algorithm, it uses gradient descent to calculate the loss of each model before passing on the wrongly calculated data points into the next model. Isn't it advised to use feature scaling for xgboost then?

[nyinyisoe]

This is a very clear explanation of what really scaling is. Thanks for uploading this video.

[jamesclicks]

That make sense! Thanks. It's like using "log" when a dataset has a very high standard deviation

[akhileshkumar-mugb]

your classes are really helpful in understanding the basics of ML.

[YashSharma-eqsn]

This was helpful. Easy and quick answer to the question beautifully explained.

[yingjiedong]

Wow, you are a amazing instructor of Machine learning. I am so lucky to find your videos. Your explanation is clear and easy to understand. I can tell you really understand and have experience as well. Thank You!

[eleanortay]

Grateful for all the knowledge you have shared. It makes my learning journey much more interesting and easier to remember the key concepts now. 🙏🙏🙏😊

[RahulDable]

Thanks for highlighting SGD here, never thought in that way. Great Intuition.

[mtivatin]

Wow, very succinct and simple explanation. Thank you.

[AManKumar-pzet]

Making video might be of 3 reason
1. You want to learn
2. You want other to learn
3 both 1 and 2

If you want 1 then keep continue
Else please make a systematic video or make a website like where any one can learn you can also make it paid if you want but in minimum cost like 2999 or 3999 rs.
This would be very helpful for you and others..
Its just an advice.
Thank you.

[zulfiqarali-zqrg]

I got something new is your every video that is very important for my project .thx

[Lucia-elex]

Gracias por compartir todos tus conocimientos con la comunidad! Eres un crack!

[_HrickKarnaRoy]

Amaizing vid brother just impressed.... Nice way to explain..

[siddharthdhingra]

I wait for your videos every day... You explain so well. Keep up the good work! :)

[uttamgupta]

Sir mere liye toh aap hi Andrew NG sir ho thanks sir for this all content

[tanaygupta]

Nicely explained. :) Thanks K. NAIK. :)

[everythingcompute]

Thank You Sir, The Scaling makes so much sense now