What is Norm in Machine Learning?

Norms are a very useful concept in machine learning. In this video, I've explained them with visual examples.
#machinelearning #datascience
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Пікірлер: 120

  • @krmt
    @krmt3 жыл бұрын

    Brilliant, you explained something my lecturer and about 5 other websites couldn't in plain clear terms. Thank you.

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Happy to help :D

  • @PunmasterSTP

    @PunmasterSTP

    Жыл бұрын

    I just came across and was curious. How’d the rest of your class go?

  • @krmt

    @krmt

    Жыл бұрын

    @@PunmasterSTP Thanks for asking, not great unfortunately so I pulled out. I think the course plan was very well thought out but the teaching was really lacking when trying to explain some new and difficult concepts. I'll look for other paths for learning this topic.

  • @PunmasterSTP

    @PunmasterSTP

    Жыл бұрын

    @@krmt I'm sorry to hear that, and I hope your current academic endeavors are going well.

  • @BadMeditator

    @BadMeditator

    6 ай бұрын

    which course is this?

  • @jsridhar72
    @jsridhar724 жыл бұрын

    I felt as if I am watching 3Blue1Brown :)

  • @NormalizedNerd

    @NormalizedNerd

    4 жыл бұрын

    Thanks for the complement :D :D

  • @jameslannister3743

    @jameslannister3743

    3 жыл бұрын

    3Blue1Brown -> the ultimate Indian theme XD

  • @bhargavartworks

    @bhargavartworks

    3 жыл бұрын

    yeah that's what is was also thinking

  • @kmishy

    @kmishy

    3 жыл бұрын

    same here guys

  • @chocolatechipturtle
    @chocolatechipturtle2 жыл бұрын

    Thank you! I'm just starting linear algebra, and this helped me understand/visualize what's going on with norms much better. Loved it!

  • @sannalun845
    @sannalun8452 жыл бұрын

    It was such a rewarding 5 mins watching this video. Please keep them coming.🔥

  • @namanacharya1148
    @namanacharya11483 жыл бұрын

    short crisp and rich of information that's rare nowadays on youtube

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks man!

  • @romanemul1

    @romanemul1

    3 жыл бұрын

    Its not. You have to search little bit.

  • @liamw6976
    @liamw6976 Жыл бұрын

    Im taking my first fundamental analysis class and its kicking my ass. This video cleared up 90% of my confusion about wtf a norm was. Youre doing a good thing, keep doing it, I hope you sleep amazing tonight!

  • @yatheshtpoonia9225

    @yatheshtpoonia9225

    Ай бұрын

    sleep amazing, thats a rare but important one

  • @litttlemooncream5049
    @litttlemooncream50492 жыл бұрын

    the dynamic change really helps a lot!! thanks

  • @tommasobassignana1943
    @tommasobassignana19434 жыл бұрын

    Great, as always. Keep'em coming!

  • @NormalizedNerd

    @NormalizedNerd

    4 жыл бұрын

    Thanks, will do!

  • @tp5111
    @tp51112 жыл бұрын

    Thank you for the quick and effective explanation of norm.

  • @khalilalkebsi2580
    @khalilalkebsi2580 Жыл бұрын

    Great and intuitive explanation with a very clear visualization. Thanks for your effort. but I would like to pay your attention to the little mistake in the part of MSE where the L2 norm should represent the RMSE not MSE with no root. keep going.

  • @finalpurez

    @finalpurez

    Жыл бұрын

    I was rather confused when he mentioned mean squared errror until I saw your comments. Thanks for the clarification!

  • @abdellahelguermez3786
    @abdellahelguermez37862 жыл бұрын

    Great explanation, thank you so much for the video.

  • @ARADHAKCA
    @ARADHAKCA2 жыл бұрын

    wonderfully explained. I appreciated it a lot.

  • @PunmasterSTP
    @PunmasterSTP Жыл бұрын

    Norm in machine? More like “Natural explanation that’s just the thing!” Thanks for sharing. 👍

  • @user-ze2ju3rm7u
    @user-ze2ju3rm7u2 жыл бұрын

    Love the energy in your voice!

  • @Karen__t58
    @Karen__t5814 күн бұрын

    The future of Binance: an exclusive interview with the CEO

  • @Icebreaker9876
    @Icebreaker98763 жыл бұрын

    Thank you so much, you explanation makes it so much easier to grasp

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Glad it was helpful :D

  • @almonddonut1818
    @almonddonut18182 жыл бұрын

    Thank you so much for this!!

  • @daresendez
    @daresendez2 жыл бұрын

    This is great! Thank you!

  • @ufuoma833
    @ufuoma8332 жыл бұрын

    now it makes sense. Maraming salamat po.

  • @tagoreji2143
    @tagoreji2143 Жыл бұрын

    Good Explanation.Thank you

  • @piku9712
    @piku97123 жыл бұрын

    Really good. Thanks !! 🔥

  • @amalnasir9940
    @amalnasir99402 жыл бұрын

    Great thanks! Do we have to go through the center to measure the distance between the two points? In Euclidean distance, for example, aren’t we measuring the distance through the hypotenuse? After we got the lengths of the two lines from the center?

  • @snehalkumar.singh.cse2070
    @snehalkumar.singh.cse20702 жыл бұрын

    |x^n| + |y^n| = 1 1 = 1/(x^n + y^n) if n --> inf then either x = + or -1 or y = + or -1 for the equality to hold which gives us a square

  • @KARTIKEYAKULKARNI
    @KARTIKEYAKULKARNI10 ай бұрын

    Thanks for the video, theses 5 minutes cleared up doubts that i had accumulated over 5 lectures haha

  • @hudasedaki5529
    @hudasedaki55295 ай бұрын

    wow, it's that simple! thank you!!!!

  • @bhargavartworks
    @bhargavartworks3 жыл бұрын

    Great Video, simple and informative explanation.

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thank you!

  • @martynasvenckus423
    @martynasvenckus4232 жыл бұрын

    Wait, isn't it RMSE, and not MSE, that uses l2 norm? Because in MSE we are not taking a square root after we sum the squared elements of Y-Y_pred vector, which is done when calculating l2 norm

  • @donfeto7636

    @donfeto7636

    Жыл бұрын

    You're Goddamn Right

  • @anuragdhadse1426
    @anuragdhadse14262 жыл бұрын

    It's RMSE(Root Means Squared Error) corresponding to L2 Norm not MSE (Mean Squared Error). At 4:09 the equation should not be powered up to square should not be there...

  • @donfeto7636

    @donfeto7636

    Жыл бұрын

    You're Goddamn Right

  • @wokeclub1844
    @wokeclub1844 Жыл бұрын

    Thanks man. Just had a class where I got lost what norms were. The college education system is broken. You guys are the saviours.

  • @spensernaor3811
    @spensernaor38112 жыл бұрын

    perfect explanation. thanks so much!

  • @NormalizedNerd

    @NormalizedNerd

    2 жыл бұрын

    Glad it was helpful!

  • @andywang4189
    @andywang418910 ай бұрын

    Thanks very clear

  • @abrahanpinedo
    @abrahanpinedo2 жыл бұрын

    Good job man

  • @rishimishra691
    @rishimishra6913 жыл бұрын

    Great. Nice explantion

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks man!

  • @Rudra-go6us
    @Rudra-go6us3 жыл бұрын

    a quality education thank u

  • @pitiwatkittiwimonchai4656
    @pitiwatkittiwimonchai46562 жыл бұрын

    great sir

  • @arno.claude
    @arno.claude3 ай бұрын

    You're putting the "brown" in 3Blue1Brown 🙂

  • @swaralipibose9731
    @swaralipibose97313 жыл бұрын

    Lacking of words just amazing 😃

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thank you so much :)

  • @PritishMishra
    @PritishMishra3 жыл бұрын

    Thanks, Amazing video and mainly Animations (Are you using Manim ?)

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Yeah...😌

  • @sayantansadhu6380
    @sayantansadhu63804 жыл бұрын

    This was really good. ❤❤

  • @NormalizedNerd

    @NormalizedNerd

    4 жыл бұрын

    Thanks :D

  • @AmirHX
    @AmirHX3 жыл бұрын

    Thanks sir 🙏🏼

  • @osamansr5281
    @osamansr52813 жыл бұрын

    THANK YOU SO MUCH!!!

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Welcome :)

  • @augustoc.romero1130
    @augustoc.romero11303 жыл бұрын

    Really good man, thanks

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks man!

  • @hello-lb3vf
    @hello-lb3vf10 ай бұрын

    great video. amazing explanation may i please ask that you remove the social tags you included in the top left? it's extremely distracting

  • @Doctor_Drew
    @Doctor_Drew4 жыл бұрын

    Great job. Love manim

  • @NormalizedNerd

    @NormalizedNerd

    4 жыл бұрын

    Manim ❤️

  • @helloiamstefan
    @helloiamstefan Жыл бұрын

    most underrated video in math youtube

  • @NormalizedNerd

    @NormalizedNerd

    Жыл бұрын

    Thanks!

  • @Ngkforever9543
    @Ngkforever95432 жыл бұрын

    Great!

  • @rami8038
    @rami8038 Жыл бұрын

    thanks. could you please tell me what is the name of the program you made this video.

  • @thecarlostheory
    @thecarlostheory2 жыл бұрын

    WHAT SOWFWARE USE TO ANIMATE THE VIDEO?

  • @tsunningwah3471
    @tsunningwah34713 жыл бұрын

    Love you. You deserve a place in heaven

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks for your kind words ❤️

  • @husamwadi2635
    @husamwadi26352 жыл бұрын

    You're a saint, thank you

  • @vigneshbalaji21
    @vigneshbalaji219 ай бұрын

    Nice video, I am a little confused how L2 norm and mean are related. I see that L2 norm and mean (not mean error) are exactly the same. Does that imply L2 norm's other name is mean ?

  • @user-or7ji5hv8y
    @user-or7ji5hv8y3 жыл бұрын

    Can you do a video on Gaussian naive bayes.

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks for the suggestion...I'll try to make one.

  • @lukaradulovic339
    @lukaradulovic3393 жыл бұрын

    Amazing!

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thank you!!

  • @robtuke
    @robtuke3 жыл бұрын

    This is an insanely concise and informative video I found not just the information I was looking for but also other information I didn't know I needed as well. I disagree with VEERARAGHAVAN J, this is better than 3Blue1Brown

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thank you so much buddy :D :D

  • @ga7073
    @ga70732 жыл бұрын

    Genious

  • @marcocanil4147
    @marcocanil41473 жыл бұрын

    Nice, may I ask you what you use to create animations? :)

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    I use manim (open source python library)

  • @marcocanil4147

    @marcocanil4147

    3 жыл бұрын

    @@NormalizedNerd ok, thank you very much :)

  • @kmishy

    @kmishy

    3 жыл бұрын

    @@marcocanil4147 I was thinking Manim is a software. But I was amazed to see you are using python library

  • @shubhpachchigar1457
    @shubhpachchigar14573 жыл бұрын

    Can you share resources to where I can learn about L(inf) norms?

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Well, it's actually pretty easy to see... L_n = (X_1^n + X_2^n + ... + X_k^n)^(1/n) When n -> inf, X_max^n >> all the other terms. And that is the reason why we only get X_max when we take the nth root.

  • @shubhpachchigar1457

    @shubhpachchigar1457

    3 жыл бұрын

    @@NormalizedNerd yes exactly

  • @zhaoyun1230
    @zhaoyun1230 Жыл бұрын

    What is the name of the piano piece at 3:03 min mark? Thanks.

  • @bhavyakukkar

    @bhavyakukkar

    10 ай бұрын

    'No. 10 - A New Beginning' by Esther Abrami, part of the KZread Audio Library

  • @ndmarich
    @ndmarich3 жыл бұрын

    Wow you have opened my eyes to the truth

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Glad to help :)

  • @gg4y
    @gg4y2 жыл бұрын

    what do you mean by "every point on the circumference of the square is a vector with l1 =1" ? Do you mean the perimeter of the square ? at kzread.info/dash/bejne/eJ2H25izh6fMmaQ.html

  • @nirbhay_raghav
    @nirbhay_raghav3 жыл бұрын

    Please make video on manim. How to use it? No good tutorials out there.

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Many people are already doing that. Check these out: Theorem of Beethoven (YT channel) Talking Physics (Blog) eulertour.com r/manim

  • @user-ri9lg7dh7c
    @user-ri9lg7dh7c3 жыл бұрын

    Great !!! Keep going !)

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Keep supporting!

  • @donfeto7636
    @donfeto76368 ай бұрын

    4:03 L2 is RMSE not MSE

  • @xruan6582
    @xruan65823 жыл бұрын

    I like this video

  • @mathematicsclass2021
    @mathematicsclass20213 жыл бұрын

    👍

  • @saikiransrivatsav4187
    @saikiransrivatsav41872 жыл бұрын

    500th like! first time the ridge and lasso ambiguity got cleared, once for all

  • @NormalizedNerd

    @NormalizedNerd

    2 жыл бұрын

    Glad it helped!!

  • @pranabjyoti5265
    @pranabjyoti52653 жыл бұрын

    nice brother

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Thanks a lot

  • @chiraggamer3047
    @chiraggamer30473 ай бұрын

    hellow people from the future this video really really ehlped

  • @sanketemala1118
    @sanketemala1118 Жыл бұрын

    so high quality stuff, feels illegal to watch free

  • @__________________________6910
    @__________________________69102 жыл бұрын

    I from from year 2022

  • @libelldrian173
    @libelldrian1733 жыл бұрын

    Great video, this guy is probably 3brown1blue. You know, cause Indian people have mostly brown eyes :v

  • @NormalizedNerd

    @NormalizedNerd

    3 жыл бұрын

    Haha...nice one!

  • @Linda___92x
    @Linda___92x14 күн бұрын

    Hold onto your hats, here's important refund info

  • @benebeck5628
    @benebeck56283 жыл бұрын

    Damn top right corner. So annoying

  • @highvolt8881
    @highvolt88817 ай бұрын

    sorry but i did not understand anything.

  • @GamduchuBingshuti
    @GamduchuBingshuti5 ай бұрын

    3:58 what is the maximum of the vector 😊

  • @user-pr4qc6zh1f
    @user-pr4qc6zh1f5 ай бұрын

    👍