Public key cryptography - Diffie-Hellman Key Exchange (full version)

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  • เผยแพร่เมื่อ 29 ก.ค. 2012
  • The history behind public key cryptography & the Diffie-Hellman key exchange algorithm.
    We also have a video on RSA here: • Public Key Cryptograph...

ความคิดเห็น • 625

  • @dancarlson3045
    @dancarlson3045 8 ปีที่แล้ว +552

    The color analogy is amazing. Great work simplifying a difficult and important concept.

    • @human.earthling
      @human.earthling 7 ปีที่แล้ว +14

      Yes! This is the first time I have understood this concept due to the color analogy.

    • @1986xuan
      @1986xuan 6 ปีที่แล้ว +6

      Analogies are so powerful

    • @jacquelinecahill4836
      @jacquelinecahill4836 6 ปีที่แล้ว +2

      I really enjoyed this. Thanks for breaking it down.

    • @Percavius
      @Percavius 4 ปีที่แล้ว +2

      It's good in that it's simple, however unlike the discreet logarithm problem, you would be able to make a good estimate of the secret colour based on the starting colour and one of the mixed colours. For example if Eve received the starting colour yellow, and a mixed colour green, she can infer that the secret colour mixed in must be some shade of blue, which makes her search much easier. Recognizing this threw me off a bit at first.

    • @jsonkody
      @jsonkody 4 ปีที่แล้ว

      The concept is simple and genius.

  • @ChristopherCricketWallace
    @ChristopherCricketWallace 8 ปีที่แล้ว +294

    by far the best explanation of public key encryption EVER.

    • @ArtOfTheProblem
      @ArtOfTheProblem  3 ปีที่แล้ว +5

      thanks for watching! stick around

    • @lennonmclean
      @lennonmclean 3 ปีที่แล้ว +5

      unfortunately, public key is completely different than key exchange. public key requires different keys to encrypt and decrypt, so there's no need for diffie hellman to agree on a secret key.

    • @ArtOfTheProblem
      @ArtOfTheProblem  6 หลายเดือนก่อน

      made another vid: th-cam.com/video/OFS90-FX6pg/w-d-xo.html

  • @wilkmasterflex
    @wilkmasterflex 11 ปีที่แล้ว +71

    A great illustration. Diffie-Hellman has a well-known, fun vulnerability. Spoilers: Eve, knowledgeable herself on color theory, intercepts messages between Alice and Bob not letting their messages go directly to them. Instead she creates a color of her own. Mixing it twice with each of Alice and Bob's colors she creates two keys. She can now read Bob's message, re-encrypt, and send to Alice and pose as Bob. Same goes in the other direction. If only Alice could trust Bob's color comes from him.

    • @Germanywithtripti101
      @Germanywithtripti101 3 ปีที่แล้ว +4

      an underestimatted comment

    • @Arkalius80
      @Arkalius80 3 ปีที่แล้ว +5

      This is why you typically use a digital signing algorithm like DSA to authenticate the messages from each party.

    • @lennonmclean
      @lennonmclean 3 ปีที่แล้ว +5

      if only (epic RSA foreshadowing)

    • @alittax
      @alittax 2 ปีที่แล้ว +10

      This is called the man-in-the-middle attack.

    • @AnimMouse
      @AnimMouse 2 ปีที่แล้ว +1

      Key signing parties!

  • @satnamo
    @satnamo 7 ปีที่แล้ว +74

    Martin Hellman said:
    The system...has since become known as Diffie-Hellman key exchange.
    While that system was first described in a paper by Diffie and me, it is
    a public key distribution system, a concept developed by Merkle, and
    hence should be called 'Diffie-Hellman-Merkle key exchange'
    if names are to be associated with it. I hope this small pulpit might help in that
    endeavor to recognize Merkle's equal contribution to the invention of
    public key cryptography.

  • @albertoradice7713
    @albertoradice7713 8 ปีที่แล้ว +16

    This is precisely how mathematical concepts should always be explained. You guys nailed it!

    • @ArtOfTheProblem
      @ArtOfTheProblem  6 หลายเดือนก่อน

      would love your feedback again th-cam.com/video/OFS90-FX6pg/w-d-xo.html

  • @AjayPoriya
    @AjayPoriya 7 ปีที่แล้ว +174

    I nominate this video for OSCAR !!

    • @barbell13
      @barbell13 7 ปีที่แล้ว +10

      Yeah Oscar would definitely like this video

    • @alice_in_wonderland42
      @alice_in_wonderland42 5 ปีที่แล้ว

      Computerphille uses the same technique.

  • @199NickYT
    @199NickYT 10 ปีที่แล้ว +46

    "While Eve is stuck grinding away at the Discrete Logarithm Problem"
    Hahaha that's definitely the best part right there.

  • @davidcalderon6062
    @davidcalderon6062 7 ปีที่แล้ว +12

    this is the best explanation I've seen on anything.

  • @SomeOne-tb2sd
    @SomeOne-tb2sd 3 ปีที่แล้ว +1

    One the best and simplistic explanation of what appears to be a complex algorithmic process. Thank you.

  • @Nefariouspat
    @Nefariouspat 6 ปีที่แล้ว +3

    I've watched a few videos on public key cryptography, but never really understood how it worked until I heard this colour analogy. Absolutely phenomenal video!

  • @xetronchan1059
    @xetronchan1059 6 ปีที่แล้ว

    Most amazing and simple and clean explanation of Diffie-Hellman algorithm I've came across. Great!!!

  • @appapurapu
    @appapurapu 8 ปีที่แล้ว +5

    Brilliant trick behind Diffie Hellman explanation is very clear.
    Thanks a Lot.

  • @KevinElamMusic
    @KevinElamMusic 4 ปีที่แล้ว +17

    Excellent video! My only complaint is the explanation of "how Alice did the same calculation as Bob" from 7:27 to about 7:40. Starting at 7:27, we see that "12 = 3^13mod17". Then conveniently, right at 7:34, when that figure is substituted into Alice's original expression, the "mod 17" DISAPPEARS and the 12 is simply replaced by "3^13". Although this IS mathematically correct, it REQUIRES a rather advanced principle of modular arithmetic: namely, that [(a*mod c)^ b]*mod c = (a^b)mod c. (In the example from the video, a = 3^13, b is 15, and c is 17). So, you effectively CAN simply remove the extra "mod c" term, but the video glosses over this difficult but crucial step. My sister and I just spent 2 hours figuring out the proof for this principle. If anyone's interested I can share a photo of the completed proof. (It can be found online also).

    • @dhanushshetty7840
      @dhanushshetty7840 2 ปีที่แล้ว +2

      Even I was stuck here

    • @ukee31
      @ukee31 ปีที่แล้ว

      Yo yall are smart AF

  • @ninumedia
    @ninumedia 8 ปีที่แล้ว

    Thank you for taking the time to record and produce this video! Beautiful explanation.

  • @skidude9800
    @skidude9800 5 ปีที่แล้ว

    Single best explanation on any cryptography concept I've seen.

  • @dm8144
    @dm8144 3 ปีที่แล้ว +1

    I am typing typing this message in 29/10/2020 and this is one of the best and easiest explanation about public and private key system ever. well done.

    • @ArtOfTheProblem
      @ArtOfTheProblem  3 ปีที่แล้ว

      great to know people still find this

  • @AkashVermaNITian
    @AkashVermaNITian 9 ปีที่แล้ว +13

    Colors made it wonderful to comprehend... really impressing!

    • @ANTHONYBOOTH
      @ANTHONYBOOTH 9 ปีที่แล้ว

      Akash Verma now. I think that I understand how my Gizmo (for online banking) from HSBC works........

    • @Appoxo
      @Appoxo 3 ปีที่แล้ว

      I actually needed the numbers to kinda grasp the concept...

  • @SanjayShelat
    @SanjayShelat 5 ปีที่แล้ว

    This is an excellent explanation of what is usually a difficult issue to understand. Thank you!

  • @mmuarc
    @mmuarc 3 ปีที่แล้ว

    Best explanation you can find on the internet about this. The color analogy is Godlike

  • @supernanotech1
    @supernanotech1 3 ปีที่แล้ว +1

    Time hardened Encryption just like safe hardening how much time is needed to open it. I love this, this is the best way to explain encryption ever. I love how they have IBM sage running for this video also. Amazing

  • @laurv8370
    @laurv8370 6 ปีที่แล้ว +8

    Very nice! Hat off! One of the best explanations I have seen, and nice put into the story. however, when you swap those powers, you should use parenthesis, that is because generally, powering is not commutative. That is, a^b^c is not equal to a^c^b, modular or non modular powering. Powering is right-associative. But (a^b)^c=a^b*a^b*...a^b (c times) which is a^(b*c)=a^(c*b)=a*a*a*a.... (b*c times), which is (a^c)^b always, modular or not. This is due to the commutativity of the _multiplication_ operation. Not the powers.

  • @Malmizaur
    @Malmizaur 8 ปีที่แล้ว +143

    wow finaly the video i was looking for with the best explanation and number proving examples
    thank you very much I also checked your chanel realy awesome

    • @ArtOfTheProblem
      @ArtOfTheProblem  8 ปีที่แล้ว +12

      +Malmizaur Episode 3 is up next: th-cam.com/video/4qN9OvvEPr8/w-d-xo.html

    • @dangerlibya2010
      @dangerlibya2010 7 ปีที่แล้ว

      you are a magician !

  • @wreilly09
    @wreilly09 2 ปีที่แล้ว

    THIS DID IT!! You helped me understand a few points that, in my opinion, we’re not pearly presented in other videos. Thank you very much.

  • @marelloeg6988
    @marelloeg6988 4 ปีที่แล้ว

    Videos like this are always remind me why I am fascinated about the cybersecurity field! This is a fantastic video!

  • @roxiogamer
    @roxiogamer 7 ปีที่แล้ว +1

    Oml dude this is exactly what I have been looking for! A visual explanation on how it works ! 10/10

  • @jasoncorrigan9937
    @jasoncorrigan9937 5 ปีที่แล้ว +7

    My background in advanced math concepts is somewhat limited, and so it's always been difficult for me to intuitively grasp how DH worked. After years of struggling, this is the one video that really drove the point home for me. Thank you!

    • @oliverbeck6839
      @oliverbeck6839 5 ปีที่แล้ว +1

      dafuq YEARS? i grasped it in about 15 minutes lol

  • @kanaverum
    @kanaverum 7 ปีที่แล้ว

    Perhaps the best explanation of private key exchange on the internet. Thanks very much for this video!

  • @SomdeepSengupta
    @SomdeepSengupta 9 ปีที่แล้ว +77

    LOL ... I came for Diffe Hellman lesson. Got a lesson in Cold war politik.

  • @mash0000
    @mash0000 8 ปีที่แล้ว

    Use of mixing colors as an analogy to explain the DH concept was brilliant. I know DH concept well, but never thought of the color analogy. Good job!

  • @MohamedAnsari_H
    @MohamedAnsari_H 7 ปีที่แล้ว +4

    fantastic video, explained something I've wondered for a long time, Thank you.

  • @rschintalapati
    @rschintalapati 8 ปีที่แล้ว +1

    Amazing explanation! The best video about DH Algorithm. Thank you, it really helped me a lot.

  • @duallancers001
    @duallancers001 8 ปีที่แล้ว

    This was dramatically more helpful than the meager amount of info my book offered on the subject; thank you.

  • @johnmacward
    @johnmacward 9 ปีที่แล้ว

    Brilliant explanation about key exchange for those of you interested in how your data is encrypted over the web. Ok, when the maths comes you need to pay attention but all in all the best explanation I've found.

  • @aymanjabali
    @aymanjabali 4 ปีที่แล้ว

    Thank you sooo much for putting time and work into this video.
    you've helped a lot of people around the world

  • @notmychairnotmyproblem
    @notmychairnotmyproblem 3 ปีที่แล้ว

    THIS IS THE EASIEST EXPLANATION OF MODULAR MATH I'VE EVER SEEN
    Why didn't I have this channel 10 years ago when I was in college??!!

  • @mfratto
    @mfratto 7 ปีที่แล้ว +3

    That's called magic math. Great video. Very helpful. Now to watch the series.

  • @KautilyaSave
    @KautilyaSave 8 ปีที่แล้ว

    Great video explanation. I loved the demonstration of colors & Mod Calculus Clock rope.

  • @IAmSinister5
    @IAmSinister5 7 ปีที่แล้ว

    This is such a good explanation, it makes so much sense logically to me now.

  • @thomaspribitzer5373
    @thomaspribitzer5373 5 ปีที่แล้ว

    that colour analogy was mind blowing. made my day!

  • @jacquesvanderwesthuizen7287
    @jacquesvanderwesthuizen7287 9 ปีที่แล้ว

    Very well explained. I would recommend this video to anyone studying the arts of encryption/decryption.

  • @greg4529
    @greg4529 8 ปีที่แล้ว +2

    Amazing and excellent explanation. Better than my lecturer!

  • @georgiepentch
    @georgiepentch 4 ปีที่แล้ว +3

    Oh my god, your content would fit SO WELL into a podcast format! It's something we need!

    • @ArtOfTheProblem
      @ArtOfTheProblem  4 ปีที่แล้ว +2

      Funny you say that, i'm working on developing a podcast right now. I was town between just using the audio from these or doing a new conversational approach. can you listen to the demo I posted last week and give feedback? th-cam.com/video/1w4Y_sCDeCE/w-d-xo.html

    • @georgiepentch
      @georgiepentch 4 ปีที่แล้ว

      @@ArtOfTheProblem wow sorry, I don't know why I just got this notification now, but I did listen to the demo and I loved it! Keep it up :)

  • @blackmouthblackface
    @blackmouthblackface 8 ปีที่แล้ว

    Much better than the short version which confused the hell outta me @4:35!
    Thank you very much for posting this!

  • @KILO993
    @KILO993 7 ปีที่แล้ว

    I found your video while studying for a technical certification. Very well done. Thank you :D

  • @asdunn2
    @asdunn2 7 ปีที่แล้ว

    I learned more from this video than 5 weeks worth of lecturing in my university class.

  • @danyellbaptiste1055
    @danyellbaptiste1055 5 ปีที่แล้ว +3

    EXCELLENT EXPLANATION. Thank You!

  • @CarlitoProductions
    @CarlitoProductions 4 ปีที่แล้ว +1

    if this was 2 hours, i'd still watch it. awesome explanation

  • @orionjonesy226
    @orionjonesy226 8 ปีที่แล้ว

    Thank you for making this video, great explanation and brief history of the concept! Keep on, keeping on!

  • @ROCDUC
    @ROCDUC 11 ปีที่แล้ว

    Your videos are great. They have interesting visuals as well as an easy voice to listen to.

  • @scienceblossom6197
    @scienceblossom6197 5 ปีที่แล้ว

    Can't thank you enough. Awesome video. I wish you also explained how the digital signature works in order to avoid Eve pretending to be either Bob or Alice.

  • @ashutoshnautiyal9625
    @ashutoshnautiyal9625 4 ปีที่แล้ว

    this kind of learning material is actually i m looking for. Great explanation
    .

  • @abeer_nawaf_sul
    @abeer_nawaf_sul 8 ปีที่แล้ว

    very smart.. my teacher also explained it in a wonderful way so it stuck in our minds .. bless him

  • @MalaAnsoo
    @MalaAnsoo 3 ปีที่แล้ว

    This is ingenious. Thanks for sharing your knowledge and creativity and helping people to understand so easily.

    • @ArtOfTheProblem
      @ArtOfTheProblem  3 ปีที่แล้ว

      appreciate the feedback and comment, stay tuned!

  • @princyep8409
    @princyep8409 7 ปีที่แล้ว +1

    The articulation is excellent! Great read

  • @mortenbrodersen8664
    @mortenbrodersen8664 6 ปีที่แล้ว

    Best explanation I have ever seen. Well done!

  • @godfreytan1001
    @godfreytan1001 7 ปีที่แล้ว

    Deep concept but simply explained. Excellent!

  • @IgorAherne
    @IgorAherne 7 ปีที่แล้ว +6

    This helped me understand it:
    Imagine Bob and Allice want to teleport to some secret planet without Eve joining them.
    1) *Neither Alice nor Bob have a planet in mind where they would like to meet*. They want to use their own piece of puzzle to mutually arrive at the same planet. Depending on which private keys they've chosen initially the final planet will be in the very different locations of universe.
    2) They publicly pick which galaxy they want to be in
    3) They can pick any number they want, scramble it with the publicly known galaxy's name, and send it over to each other.
    4) now each one has the scrambled piece of another person. Both pieces were scrambled with the same galaxy.
    5) scrambling Allice's piece with the scrambled code received from Bob will teleport her to planet XYZ.
    6) Bob will do the same thing with the scrambled code received earlier from Alice, which will teleport him to planet XYZ
    because Eve didn't mix-in any of her information into the exchanged (scrambled) messages and was only listening to their conversation, she is unable to align herself with the planet XYZ where those two went.
    Even if Eve would substitute her message instead of Bob', this would only result Alice and Eve arriving to FZK, without Bob. Alice would see that it's not Bob and no information would be disclosed.

  • @FyberOptic
    @FyberOptic 11 ปีที่แล้ว +2

    Great video, you described it in a perfect way to understand. Though I'm not sure if it was clear for everyone that this was merely for calculating a mutual key to use with a cipher, and not really for actually communicating information itself.

  • @Konraden
    @Konraden 11 ปีที่แล้ว

    I'm reading wiki trying to understand how public-key encryption works (I'm told its better than symmetrical encryption). I remember someone tried to explain this before using colors, so a quick search--and I find your video. This is a great video.

  • @nabeel250575
    @nabeel250575 11 ปีที่แล้ว

    This is really a great set of videos. Thanks and great work.

  • @fubonte2272
    @fubonte2272 7 ปีที่แล้ว

    why can't i like this video more than once? thank you for an excellent explanation

  • @blackcheetah4550
    @blackcheetah4550 4 ปีที่แล้ว

    The best explanation on TH-cam .. thank you very very much ❤️❤️

  • @jon_hodl
    @jon_hodl 7 หลายเดือนก่อน

    Still one of the absolute best videos for explaining asymmetric key pair encryption

  • @Yashuu96
    @Yashuu96 7 ปีที่แล้ว +1

    This video is so awesome! Had been looking for the answer to this problem.

  • @houyao2147
    @houyao2147 5 ปีที่แล้ว

    Amazing!!!! This is the best explanation that i've ever seen.

  • @tasoskontos10
    @tasoskontos10 5 ปีที่แล้ว

    Great video! It helped me an insane amount understanding the public key cryptography consept.

  • @fireflies15
    @fireflies15 2 ปีที่แล้ว

    "without letting Eve, who's always listening.."
    brilliant video, amazing explanation
    thank you!

  • @5mwa
    @5mwa 11 ปีที่แล้ว +1

    Good explanation, better than those explanations given by the professors in lectures...
    My tutors can explain this to me for 1 day and I still don't get it.
    Now I find this concept extremely simple.

  • @AgglomeratiProduzioni
    @AgglomeratiProduzioni 7 ปีที่แล้ว

    For a few months, my teacher didn't manage to explain this to a class.
    In 8 minutes, this video can explain it to every dummy.
    If it's simple, keep it simple.

  • @akshaymahale6521
    @akshaymahale6521 8 ปีที่แล้ว

    It was just awesome, u played wid the colors and dat made the algo go so simple to understand !!!

  • @davidr.flores2043
    @davidr.flores2043 4 ปีที่แล้ว +3

    Fantastic. I've watched many videos on this same topic; nevertheless, this is The Best one. A million thanks for breaking down difficult concepts in an easy, understandable way. Kudos!

    • @ArtOfTheProblem
      @ArtOfTheProblem  4 ปีที่แล้ว +1

      appreciate the feedback. I always watch every video on a topic before making a new one, so i'm glad you noticed :)

  • @Kevi_N.
    @Kevi_N. 8 ปีที่แล้ว +25

    The trick in a nutshell:
    ( G^*a* mod P )^*b* mod P = G^*a*^*b* mod P = ( G^*b* mod P)^*a* mod P = *key*
    *a* and *b* - private numbers
    *key* - private key (same for both)
    G - public generator
    P - public prime module
    ( G^*a* mod P ) = *A*
    ( G^*b* mod P) = *B*
    *A* and *B* - public numbers
    both sites do:
    *A*^*b* mod P = *B*^*a* mod P = *key*

    • @yc4295
      @yc4295 6 ปีที่แล้ว

      I try to calculate in Javascript but found it not the same, is there any wrong?
      According to the fomula "( G^a mod P )^b mod P = G^a^b mod P",
      Assume G = 3, a = 13, P = 17, b = 15
      Math.pow(Math.pow(3, 13) % 17, 15) % 17 = 10
      Math.pow(Math.pow(3, 13), 15) % 17 = 2
      Math.pow(Math.pow(3, 15) % 17, 13) % 17 = 10
      But 10 is not equal to 2

    • @romanmandeleil
      @romanmandeleil 6 ปีที่แล้ว

      Not clear how A^b = B^a

    • @uid26
      @uid26 6 ปีที่แล้ว

      Paste this into console: Math.pow(Math.pow(3,15)%17, 13)%17
      Result should be 10

  • @valor36az
    @valor36az 4 ปีที่แล้ว +5

    I don’t know what your background is just amazing explanation of concepts

    • @ArtOfTheProblem
      @ArtOfTheProblem  4 ปีที่แล้ว +3

      I did a degree in CS and Engineering however I've always enjoyed explaining things. thanks for the feedback

  • @AmanShaikh-qr5lh
    @AmanShaikh-qr5lh 5 ปีที่แล้ว

    That's a wonderful example!!! Mind blowing 😍😍😍

  • @mustafarangwala5657
    @mustafarangwala5657 7 ปีที่แล้ว

    Very nice i was thought about the color logic in my college but i wondered how it would work in numbers.Excellent video.

  • @wassollderscheiss33
    @wassollderscheiss33 9 ปีที่แล้ว +18

    I love it! (this is the first thing I publicly love on the internet) :-)

    • @ArtOfTheProblem
      @ArtOfTheProblem  9 ปีที่แล้ว +2

      wassollderscheiss33 That's so awesome. Thanks for the love

  • @TheLexusAlexey
    @TheLexusAlexey 3 ปีที่แล้ว +1

    I just love this, everything is so much easier!

  • @LGM4
    @LGM4 7 ปีที่แล้ว

    LOL I've been explaining this idea using colors for about 6 months, then I find your video! love it!

  • @richardgreenstone1095
    @richardgreenstone1095 8 ปีที่แล้ว +1

    Outstanding explanation.

  • @arunraj5275
    @arunraj5275 8 ปีที่แล้ว +1

    Seriously mind blowing...

  • @carlossiverio3570
    @carlossiverio3570 ปีที่แล้ว

    This is the best explanation by far.

  • @atom2ueki
    @atom2ueki 10 ปีที่แล้ว

    definitely an awesome video show you how to understand Diffie-hellman key exchange

  • @SninjaThirteen
    @SninjaThirteen 8 ปีที่แล้ว

    Thank you so much. Really helped me understand the concept. And I thought I was just going to have to fail my certification exam.

  • @earavichandran
    @earavichandran 4 ปีที่แล้ว +1

    Now i understand clearly about diffe Hellman method. Lovely and lively demo video. Thanks for making this wonderful video.

    • @ArtOfTheProblem
      @ArtOfTheProblem  4 ปีที่แล้ว +1

      thanks please share and stick around for more content.

    • @earavichandran
      @earavichandran 4 ปีที่แล้ว

      @@ArtOfTheProblem yes.thanks for your valuable reply.

  • @piriyaie
    @piriyaie 6 ปีที่แล้ว

    AWESOME!!!! Please keep on teaching... You did a great job!!!

  • @ketansanil6046
    @ketansanil6046 10 ปีที่แล้ว

    Algorithm explanation was really simple and effective

  • @h.kkhandelwal9142
    @h.kkhandelwal9142 9 ปีที่แล้ว

    Lovely videos. .... awesome way of descriptions. .... awesome job.... very well done guys

  • @aiayumi
    @aiayumi 6 ปีที่แล้ว

    Amazing you fully explained this using paint!

  • @HariKrishnaReddy7696
    @HariKrishnaReddy7696 7 ปีที่แล้ว

    such a beautiful explanation

  • @jayendrasingh9260
    @jayendrasingh9260 10 ปีที่แล้ว +2

    simply great video ......

  • @mort8568
    @mort8568 4 ปีที่แล้ว

    I'm not even a math guy or even like numbers that much but every once in a while I come back to this video purely because of how entertaining it is

  • @thefirstfishadvancetheland8980
    @thefirstfishadvancetheland8980 7 ปีที่แล้ว

    This is so beautiful theory. Really amazing!! Thank you for showing:)

  • @gowthamiirao9010
    @gowthamiirao9010 8 ปีที่แล้ว

    Very well explained. Thanks a tone for your effort.

  • @Derbauer
    @Derbauer 5 ปีที่แล้ว

    Just......beautifully and succinctly explained!

    • @ArtOfTheProblem
      @ArtOfTheProblem  5 ปีที่แล้ว +1

      thanks for the feedback, stay tuned for more

  • @sics993
    @sics993 9 ปีที่แล้ว

    Really good explainded. Helped me a lot, thank you for making this!

  • @sukhrobkurbonov8327
    @sukhrobkurbonov8327 6 ปีที่แล้ว

    Just a amazing explanation

  • @chetanrane724
    @chetanrane724 6 ปีที่แล้ว

    fantastic explanation. loved it

  • @schedarr
    @schedarr 2 ปีที่แล้ว

    Outstanding explanation

  • @msjaeduval
    @msjaeduval 10 ปีที่แล้ว

    Really great explanation with the color paints!

  • @legoman777777777
    @legoman777777777 8 ปีที่แล้ว

    Awesome! Thank you! Great job guys