Feature Scaling (How it really works?) Explained !!

It is a fairly common suggestion to scale the features before training any #ML model.
In this video, we will understand through examples how #feature_scaling can improve the Performance of certain models while it can have minimal or no effect on others.
We will also see how Scaling features can make #Gradient_Descent Faster and efficient.

Пікірлер: 44

  • @lennyb.9616
    @lennyb.96162 жыл бұрын

    4:30 bro I exploded laughing I wasn't expecting it, thank you tho it was really clear and well explained

  • @sathiya1984
    @sathiya1984Ай бұрын

    Awesome explanation ! Earned a subscriber !

  • @injeel_ahmed
    @injeel_ahmed3 жыл бұрын

    Best explanation. I was trying to understand it from few weeks. No other youtuber could explain it so perfectly.

  • @abhinandansharma3823
    @abhinandansharma38233 жыл бұрын

    Hi Sir, I have been to your physical classes. Batch 2019. You rock!

  • @nackyding
    @nackyding2 жыл бұрын

    Wow. This is the best explination I've seen.

  • @shashwatsingh1626
    @shashwatsingh16262 жыл бұрын

    Thanks for this. Made it really easy to understand

  • @surajpisal1237
    @surajpisal12372 жыл бұрын

    such a great explanation! keep growing!

  • @firstkaransingh
    @firstkaransingh Жыл бұрын

    Explained superbly 👍

  • @satiullah1237
    @satiullah12372 жыл бұрын

    Sir, you have an outstanding teaching approach. Continue, please.

  • @AbdulWahab-mp4vn
    @AbdulWahab-mp4vn Жыл бұрын

    Love you bro u helped me 🥺... my ML teacher was giving me headaches

  • @dspry4life
    @dspry4life Жыл бұрын

    God in his infinite mercy will bless you. You are the only person that has visualized the reason why we scale for KNN

  • @emresahindance
    @emresahindance3 жыл бұрын

    This video deserves more views man, thank you for your time!

  • @priyanshuvats4066

    @priyanshuvats4066

    2 жыл бұрын

    Glad you liked it :)

  • @sumitpawar000
    @sumitpawar0002 жыл бұрын

    Really loved the explanation 🙂🙌🏼

  • @OmarSSalem-mf6ol
    @OmarSSalem-mf6ol11 ай бұрын

    Great Explanation, thanks for your time (:

  • @vinaykumar15
    @vinaykumar153 жыл бұрын

    Very clearly explained with the good examples and visualization. Keep up the good work and keep making videos.

  • @priyanshuvats4066

    @priyanshuvats4066

    2 жыл бұрын

    Thanks a lot Vinay !!

  • @arunnandam4636
    @arunnandam46363 жыл бұрын

    Great Explanation with clear visuals.

  • @priyanshuvats4066

    @priyanshuvats4066

    2 жыл бұрын

    Glad you liked it Arun :)

  • @venkateshwaranp9517
    @venkateshwaranp95173 жыл бұрын

    Hy man...ur way xplanation is amazing..do more videos.

  • @Rafian1924
    @Rafian1924 Жыл бұрын

    Awesome bro.

  • @jjayeshpawar
    @jjayeshpawar3 жыл бұрын

    Excellent explanation. Thanks for the video

  • @priyanshuvats4066

    @priyanshuvats4066

    2 жыл бұрын

    Thanks Jayesh :)

  • @Samatha5
    @Samatha510 ай бұрын

    Thank you so much for your explanation... Requesting you to do more videos sir😊

  • @himanshusingh7875
    @himanshusingh78752 жыл бұрын

    Having Question Regarding This For Too Long & Unable to Clear My Doubt Thanks For solving This Issue .

  • @badavaththarun7006
    @badavaththarun70063 жыл бұрын

    Nice expalnation bro

  • @naveenrathoud1087
    @naveenrathoud10872 жыл бұрын

    good explanation

  • @balasaisakabattula9921
    @balasaisakabattula99213 жыл бұрын

    Super keep it up

  • @yeshinidupwangchuk1692
    @yeshinidupwangchuk1692 Жыл бұрын

    i really like the way you teach so make more videos on machine learning content '

  • @imrans2669
    @imrans26693 жыл бұрын

    Hey this video was just awesome and deserves a lot many views. I am learning data science for career transition, it would be very helpful for me to get a mentor like you.

  • @priyanshuvats4066

    @priyanshuvats4066

    2 жыл бұрын

    Thanks Imran! Glad it was helpful :)

  • @ayushkumarsingh8020
    @ayushkumarsingh80202 жыл бұрын

    very nice explanation btw i am from mechanical background haha!!

  • @AbdulWahab-mp4vn
    @AbdulWahab-mp4vn Жыл бұрын

    Haaa bro why u stopped making videos uff your video 🔥 it's kamaal.. plz continue your playlist it helped me a lot !

  • @user-nq2gu2ez5f
    @user-nq2gu2ez5f Жыл бұрын

    I have a question: when scaling the features, how do we know that what we will get is equivalent to the initial layout of data? Also, when doing this in the gradient descent contex, how do we know that the global minimum will be the same?

  • @AbdulBasit-pj8st
    @AbdulBasit-pj8st2 ай бұрын

    Why did you stop making videos :(

  • @shouvikbarua6191
    @shouvikbarua6191 Жыл бұрын

    0:31 can someone please clarify one thing? If there is more than one feature, isn't it called multiple linear regression?

  • @debojitmandal8670
    @debojitmandal86703 жыл бұрын

    Bro please upload more videos soon please

  • @ShawnTheSheep407
    @ShawnTheSheep4073 жыл бұрын

    'Lets add females here so it doesnt become mechanical engineering' - I chuckled, good one :P

  • @rahuldwarijadavpuruniversi9322
    @rahuldwarijadavpuruniversi9322 Жыл бұрын

    When he said "let's add some females as well so that does not become mechanical engineering", I felt the pain

  • @johnnyBrwn
    @johnnyBrwn Жыл бұрын

    "Add more women so it doesn't become mechanical engineering. " I laughed out loud!

  • @mustafamarvat863
    @mustafamarvat8632 жыл бұрын

    What... did you say that add some female So that it does not become mechanical engineering?

  • @alidakhil3554
    @alidakhil35542 жыл бұрын

    I want to contact you for a business work offer to you.

  • @AbdulWahab-mp4vn
    @AbdulWahab-mp4vn Жыл бұрын

    Love you bro u helped me 🥺... my ML teacher was giving me headaches