Complex Fourier Series (fourier series engineering mathematics)

Поділитися
Вставка
  • Опубліковано 17 лис 2024

КОМЕНТАРІ • 169

  • @blackpenredpen
    @blackpenredpen  5 років тому +146

    At 8:15, n should go from negative inf to postive inf. Sorry I missed the negative sign.

    • @MrConverse
      @MrConverse 5 років тому +7

      At my house, when someone makes a mistake like that we say, “That’s it. You’re fired!” Of course we are always kidding and nobody ever gets fired including you. Keep up the great work!

    • @elenaclaramaria8577
      @elenaclaramaria8577 5 років тому +3

      No you didn’t miss any sign you were testing our attention 🙈🙈

    • @rengsi
      @rengsi 4 роки тому

      Because of conjugacy, can we represent them in C_n ?

  • @AndrewDotsonvideos
    @AndrewDotsonvideos 5 років тому +248

    The fast and the fouriers.

    • @Jacob-uy8ox
      @Jacob-uy8ox 5 років тому +6

      He won't approximate the solution...sorry bro

  • @amritas2400
    @amritas2400 3 роки тому +22

    His positivity and enthusiasm is contagious! I find myself smiling while he explains everything clearly and simply. Love him.❤

  • @iabervon
    @iabervon 5 років тому +45

    Complex is better; you don't need to remember which coefficients have a 1/π and which have 1/2π. It also just works if f is a complex-valued function, and you just don't get all conjugate pairs.

    • @blackpenredpen
      @blackpenredpen  5 років тому +5

      iabervon I like it more too.

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому +1

      This is true, although there is pedagogical utility to the real-valued Fourier series.

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому +3

      Also, I realize that if the real Fourier series uses the expression a0/2 + S, then you don't have to remember which coefficients have 1/pi and which have 1/2pi either, because they all have 1/pi in that version.

  • @angelmendez-rivera351
    @angelmendez-rivera351 5 років тому +15

    With this formula, the Fourier series for e^x in the interval (-π, π) is more obvious, since the coefficient sequence is easier to calculate. One has that the integrand is e^[(1 - im)x] which is anti-differentiated to [(1 + im)/(1 + m^2)]e^[(1 - im)x]. Evaluate this at the boundaries and subtract to get [(1 + im)/(1 + m^2)][(e^π - e^(-π))][(-1)^m]. The real and imaginary parts gives you the cosine and sine coefficients of the real Fourier series, respectively. Yet this is neater and easier to obtain.
    You should make a video on the Fourier transform and its inverse. It would complete this series, and it also relates to the Laplace transform as well, which you have covered in this channel already.

  • @BoZhaoengineering
    @BoZhaoengineering 2 роки тому +1

    The traditional blackboard and chalk style is more engaging than just a screen. Your personality is encouraging us to learn.

  • @bumpyturtle127
    @bumpyturtle127 9 місяців тому +1

    For anyone wondering, if you were to evaluate the integral at 10:39, it would evaluate to 2sin(pi(n-m))/(n-m). This is defined for all values of n and m except where n = m. For every other value, n-m becomes a whole number, and sin(any whole number*pi) = 0.

  • @jfposada007
    @jfposada007 11 місяців тому +1

    You, sir, are amazing. Besides the mastery of complex math and the Fourier transform, I cannot get over your mastery of the black and red pens! Fantastic video!

  • @nimmira
    @nimmira 5 років тому +18

    you deserve a 1M subscriber by the end of the year, not just 400K.

  • @harryjohnson9643
    @harryjohnson9643 7 місяців тому +1

    I was trying to find this derivation for ages after my university lecturers seemed to ignore it. Thanks, you absolutely nailed it!

  • @ozzyfromspace
    @ozzyfromspace 4 роки тому +5

    It's January 1st, 2020 and, yes, we met his goal of 400k subs (he has 409k today) ☺️ I'm very happy for you bro!

  • @tickettomathsisland7138
    @tickettomathsisland7138 2 роки тому +1

    Wow, here comes heavenly sent lecturer. Thank you very much

  • @andreapaps
    @andreapaps 4 роки тому +2

    Watching all these maths videos to relax is making me want to return to university :D ... So much better than Netflix

  • @EyadAmmari
    @EyadAmmari 2 роки тому +1

    I prefer the complex Fourier Series. It helped me solve many engineering problems in noise and vibration control. It also help massively with laser optics design. Everywhere I turned where a complex signal was there, the complex Fourier helped a lot, especially since I was collecting the total vector length at the end and was not interested in the phase at all.

  • @gergodenes6360
    @gergodenes6360 5 років тому +1

    Steve calculated that by the rate that the channel is growing, we will most certainly reach 400 000 subscribers, he is just trying to be humble.

  • @EnglishNijisanji
    @EnglishNijisanji 5 років тому +28

    I’m Japanese, university’s 2nd grade, majoring in physics.

  • @DhruvPatel-jo9tn
    @DhruvPatel-jo9tn 2 роки тому

    How is this guy not at 1 million subscribers, it's been 3 years since this video!

  • @mike4ty4
    @mike4ty4 5 років тому +1

    Another rather interesting bit is that, believe it or not, tan(x) has a Fourier series. The trick is, it's not convergent (and someone mentioned some stuff about trying to find a Fourier series for 1/x below; that's similar, but tan(x) is arguably a more natural choice because it is periodic), and as a result one needs to reinterpret it using a suitably appropriate definition of extended summation, similar to what was done for the video summing 1 + 2 + 3 + 4 + ... to -1/12, only one does not need a method as sophisticated as Ramanujan summation. In particular, such divergent Fourier series should be interpreted with what is called Fejer summation, which is basically a specific application of Cesaro summation, the simple "averaging" method that is used to sum Grandi's series, 1 - 1 + 1 - 1 + 1 - 1 + ... , to 1/2, to the Fourier series. (Fejer summation can also be used to improve the convergence of some convergent but otherwise "bad" Fourier series like that for the square wave - it "smooths out" the Gibbs phenomenon [the "spikiness" near the discontinuities] and thus allows it to approximate the square wave much better.)
    In particular, the series for tan(x) is
    tan(x) = 2 sum_{n=1...inf} (-1)^(n-1) sin(2nx) (divergent)
    Would be good material to go over in a video, I think, including the derivation (which requires the Cauchy principal value, I think, to make sense of the "bad" integrals across the poles of tan(x).).

  • @christophermusso
    @christophermusso 5 років тому +4

    I really like the new blue marker. 😎

  • @zemichaeldemisse
    @zemichaeldemisse 2 місяці тому

    best teacher i ever had

  • @user-wu8yq1rb9t
    @user-wu8yq1rb9t 3 роки тому

    At first, I like the complex one instead of real one.
    Second, I'm happy for you because you achieved your gool.

  • @peterclark5244
    @peterclark5244 5 років тому +1

    Just show that they’re orthogonal, and then they form a basis under the L^2 inner product for functions with compact support

  • @Freakybananayo
    @Freakybananayo 4 роки тому +1

    what a guy. You hit 400k by the end of the year just as you hoped!

    • @blackpenredpen
      @blackpenredpen  4 роки тому

      Thank you! I am very happy and grateful for this! : ))

  • @Princekumar-ws5sg
    @Princekumar-ws5sg Рік тому

    best explanation on youtube bro!!

  • @quantumcity6679
    @quantumcity6679 5 років тому +3

    I like both😘 .....today is BLUEPENPINKPEN !! 😨......Yay!!!! 🤘

  • @VladimirDjokic
    @VladimirDjokic Рік тому

    your videos and your energy is fantastic!

  • @RikiFaridoke
    @RikiFaridoke 5 місяців тому

    So cool mr.steve, thanks.

  • @MessedUpSystem
    @MessedUpSystem 5 років тому +3

    Complex version rules!

  • @moskthinks9801
    @moskthinks9801 5 років тому +8

    Who came to the unlisted vid from the link in the Lil Integral's description? : )

  • @mairisberzins8677
    @mairisberzins8677 5 років тому +1

    I will like for the amount of work put in this... Even thou i have no clue what was going on here, or what four yay series are

  • @jesroe5842
    @jesroe5842 2 роки тому +3

    why is the conjugate a+ib ignored and simply merged into the equation as if it is a-ib????

  • @farshadshamsyahoo
    @farshadshamsyahoo 7 місяців тому

    I have a question on Fourier transform ( FT). Why in FT, the sign of the parameter of the exponential function is negative ( exp(-i2\pi nk/N))? Why don't we use the positive sign in FT and negative sing in the inverse one? Is it just by definition, or there is a mathematical reason for that?

  • @philcooper279
    @philcooper279 2 роки тому

    Extremely well done. Good.

  • @The1RandomFool
    @The1RandomFool 3 роки тому

    The complex version is much easier to remember and use for me.

  • @rybaplcaki7267
    @rybaplcaki7267 5 років тому +2

    Now Fourier transform derived from Fourier series pls

  • @fenelixaracena9573
    @fenelixaracena9573 5 років тому +1

    Excellent!

  • @ooouuuccchhh
    @ooouuuccchhh 2 роки тому

    complex things reflect reality

  • @rogerkearns8094
    @rogerkearns8094 5 років тому +2

    For forty years I've been wondering whether there is any natural number for which, if it is written down in English, all of its letters occur in alphabetical order.

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Jack Sainthill I think that we can use proof by exhaustion to prove there is almost no such natural number with the property you describe. The reason I say we can prove it by exhaustion is that there is only a finite number of cases to consider. There are two types of names a natural number can have. One type is the positional type. This type of name is a name given to a number based on the multiples of powers of ten in its decimal expansion. As such, if we can find that any individual part of the name already is not in alphabetical order, we can discard every number whose name contains this part. This means we only need to consider the names of the powers of ten individually, and the names of the digits, individually. The only exception to this rule is the names of the multiples of 10 less than a hundred. Also, we shall consider a separate case of proof once we get to a million. To start with, we have the digits one, two, three, four, five, six, seven, eight, nine, ten, eleven, twelve. None of these has a name whose letters are arranged in English alphabetical order. Also, thirteen through nineteen fail to have such a name, because the suffix teen does not have its letters arranged in alphabetical order. Twenty, thirty, Forty, Fifty, Sixty, Seventy, Eighty, Ninety, Hundred. 40 has an English name whose letters are arranged in alphabetical order. However, this may be the only natural number with this property.
      Now we are at naming powers of 10 individually. Hundred, Thousand, Myriad, Crore, and Lakh fail to have this property. Any number whose name contains these names as parts of it is discarded. Additionally, any number whose name ending contains the suffixes -lion and -liard is discarded. Since every number after million and milliard contains a name containing those suffixes, every number afterwards is discarded, except for those numbers whose primary name is not a positional type name, but the second type name, which I call the special type. These are numbers which are large, or very large, whose name is special given their significance in googology, and do not use positional names as their primary name. Example of this would be the google and the googleplex. Nonetheless, the number of these special names is finite in the literature of googology, and to my understanding, none of these names satisfy the property.
      As such, 40 is the only natural number which has an entire name in English consisting of letters whose arrangement is in English alphabetical order.

    • @rogerkearns8094
      @rogerkearns8094 5 років тому

      @@angelmendez-rivera351
      Indeed it is, thank you. My forty-year quest is ended. ;)

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Jack Sainthill That’s very meta wtf

  • @madelinehesse6242
    @madelinehesse6242 3 роки тому +1

    Great vid! Where did your C0 go at the end tho?

  • @Patapom3
    @Patapom3 5 років тому +1

    Amazing! (I prefer the complex version :D )

  • @quantised1703
    @quantised1703 3 роки тому +2

    I'm sorry if this is a dumb question but at 12:29 where did the summation of Cn go?

    • @blzKrg
      @blzKrg 3 роки тому +1

      All the other terms in the summation evaluated to 0 because of the integral but only when n=m, the integral is non-zero (i.e, 2π) and so we get only one Cn as all the others in the sum go to 0.

  • @tejesdas3896
    @tejesdas3896 2 роки тому

    Very good one, thank you so much

  • @victoriawhite9441
    @victoriawhite9441 2 роки тому

    AMAZING! thanks for the video! very helpful!

  • @Johannes_Seerup
    @Johannes_Seerup 5 місяців тому

    why is 'i' poisitive at the final formula f(x)? It should be negative?

  • @rob876
    @rob876 5 років тому +1

    Are you going to do the complex Fourier series for e^x next?

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Rob Maybe, although I basically already covered in the comments of how to use the complex Fourier series with e^x.

  • @junaidahmedrupok2297
    @junaidahmedrupok2297 3 роки тому

    Why don’t you make a video on fourier transformation?

  • @mahdibahi9813
    @mahdibahi9813 5 років тому +1

    Plz can you do a video about system of differential équation second ordre but two unknown ( we use it in fluid mecanics )

  • @philcooper279
    @philcooper279 2 роки тому

    Yes, indeed , well done.

  • @mrozzy4442
    @mrozzy4442 4 роки тому

    great video - thanks!

  • @MrRajabMrwass
    @MrRajabMrwass 2 роки тому

    thank you so much, keep going

  • @tedle2948
    @tedle2948 7 місяців тому

    Thank you sir

  • @lucasdepetris5896
    @lucasdepetris5896 5 років тому +1

    Could you please upload a video working out a formula for the series 1,1,-1,-1,1,1,-1,-1,... ?

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому +1

      Lucas Depetris Easy: (-1)^floor(n/2) = cos[π·floor(n/2)]

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому +1

      In fact, for the bonus gravy, if you have a sequence characterized by having m 1s followed by having m -1s followed by having m 1s again, with a repeating cycle, then the formula for such a sequence is (-1)^floor(n/m) = cos(π·floor(n/m))

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому +1

      Oh, in case you are not aware of what the floor function is, floor(x) is defined as the largest integer n such that n < x or n = x.

    • @lucasdepetris5896
      @lucasdepetris5896 5 років тому

      @@angelmendez-rivera351but how did you worked out the formula you gave me, I want to see the full explanation

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      @@lucasdepetris5896 There is no good way to explain it, because the formula is one of those formulas that cannot be derived by solving simple equations. You either notice the pattern, or you don't, and if you don't, there is pretty much nothing you can do about it.
      What I noticed is that the sequence 1, -1, 1, -1,... etc., which is very similar to your sequence, has formula (-1)^n. This one is just common knowledge, and you realize it easily by trying to calculate every power of -1. But the one difference is that I need to be able to repeat every n instead of just counting forward. In other words, instead of plugging in n = 0, n = 1, n = 2, etc., I need to be able to plug in n = 0, n = 0, n = 1, n = 1, n = 2, n= 2, etc. to get your sequence. In other words, I need some sort of increasing step function. And there really are only two step functions that satisfy these properties that can do the job: ceiling(n/2), and floor(n/2). And you get floor(n/2) after testing both on the sequence. That is how I came up with an answer. I really just followed a pattern and reasoned through it slowly and borrowed from other knowledge, but you cannot derive the solution systematically. It's just impossible. Especially if you don't know the floor and ceiling functions to begin with.

  • @josephhajj1570
    @josephhajj1570 5 років тому +1

    Blackpenredpen yay

  • @Jacob-uy8ox
    @Jacob-uy8ox 5 років тому +9

    What about Fourier transform?

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Jacobo Zapata This is related to the Fourier transform.

    • @Jacob-uy8ox
      @Jacob-uy8ox 5 років тому +1

      @@angelmendez-rivera351 I mean the formula, brief explanation about it and where does it come from, you know like the same he did with the Fourier series but this time with the Fourier transform

    • @ashwinvishwakarma2531
      @ashwinvishwakarma2531 5 років тому +1

      @@Jacob-uy8ox Fourier Transform is just the analogue of the Fourier Series, except we let the period of the function go to infinity (so we aren't restricted to decomposing only a certain interval).

    • @bouteilledargile
      @bouteilledargile 5 років тому +1

      3blue1brown has a great video on the fourier transform

    • @terencetsang9518
      @terencetsang9518 5 років тому

      I’m convinced he’s building up to FT, particularly after watching this video.

  • @neilgerace355
    @neilgerace355 5 років тому +1

    0:27 I do like convenience

  • @wiwi8102
    @wiwi8102 2 роки тому

    Thanks for this nice explanation😍🥲

  • @godwinapochi7458
    @godwinapochi7458 2 роки тому

    Why did you multiply both sides by e^-imx

  • @Apollorion
    @Apollorion 5 років тому

    Am I correct when I presume that:
    A: if and only if Cn is the complex conjugate of C-n for all n, is f(x) real on the domain -pi to pi?
    B: such Fourier series always describe a periodic function with period 2pi that between -pi and pi (but not necessary at pi and -pi itself) is equal to f(x)?

  • @PrettyMuchPhysics
    @PrettyMuchPhysics 5 років тому

    Complex Fourier is superior 👊

  • @gnikola2013
    @gnikola2013 5 років тому

    It would be nice if you could come of with a function that models your amount of subscribers as a function of time. I wonder whether it's exponential or linear. You could analyse it a bit to make a prediction about how many subs you might have at the end of the year. Also you could derive it to get a function to describe the rate of subscriptions and do some other cool stuff that you came up with if you pleased. I think it'd be kinda cool

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      I think the growth is half-exponential, meaning it is between exponential and polynomial. More precisely, if f(t) = a*b^t is an exponential function, then the growth is given by a function g(t) with the property that g[g(t)] = f(t). In other words, g(t) is a half-exponential function, because it is the compositional square root of the exponential function, the half-iterate of it.

  • @Kanha0321
    @Kanha0321 5 років тому +1

    Awesome

  • @ProfDavidJDelosReyes
    @ProfDavidJDelosReyes 8 місяців тому

    What is the practical application of fourier series? It is boring if we can not relate it to its
    practical application in real life.

  • @mrboyban
    @mrboyban 3 роки тому

    Let n = 400K subs till de end of 2019 prove that n = 800k subs at the end of 2021

  • @jesushernanjimenez6471
    @jesushernanjimenez6471 3 роки тому

    Thank you!!!!

  • @faroukboukortt5531
    @faroukboukortt5531 5 років тому

    Thank's bro u are the best please stay on it 😎😍

  • @thiagogoncalves7458
    @thiagogoncalves7458 2 роки тому

    trés élégant mon cher ami

  • @hongkyulee9724
    @hongkyulee9724 2 роки тому

    Thank you so much ! ... This video is so very amazing. (My comment is clean version😊😊)

  • @varungupta7101
    @varungupta7101 4 роки тому

    How to calculate the 0th term from the complex fourier series? We can't just put 0 there right? Or can we?

  • @not_vinkami
    @not_vinkami 5 років тому +3

    I think it might be a big problem if f(x)=1/x

    • @blackpenredpen
      @blackpenredpen  5 років тому

      2005 VincentChui I think so too since 1/x is bad when x is 0

    • @Appilesh
      @Appilesh 5 років тому

      Would you use Cauchy principal value in this case?

    • @ala3480
      @ala3480 5 років тому

      @@runerobin45 - principal, not principle

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Appilesh It seems that would be the case, but I am afraid this would make every coefficient equal to 0.

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      @@Appilesh I confirmed that, yes, you need the Cauchy principal value for the real part of the coefficients. The imaginary part is always integrable, but the real part is not.

  • @gatotkacawijaya
    @gatotkacawijaya Рік тому

    5:30 why this is allowed? and is it remain true?

  • @ssdd9911
    @ssdd9911 5 років тому +6

    8:17 but i will complain that u did not put - before the infinity

  • @JBaker452
    @JBaker452 5 років тому

    Are you going to do some UA-cam’s on finite input response filters?

  • @CT-Woods
    @CT-Woods 4 роки тому

    is... is that a thermal detonator?

  • @sgrass471
    @sgrass471 5 років тому +1

    hey !! could you please make a video of the meaning of " i factorial " like...does it have an approach?

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      He has already made several videos about the factorial function for non-natural values. In summary, the factorial function evaluated at some complex number z is equal to Pi(z), where the function Pi(z) is equal to the integral from t = 0 to t grows infinite of (t^z)*e^(-t)

  • @fisforfysiks5857
    @fisforfysiks5857 3 роки тому

    ur my savior

  • @bassamnoor698
    @bassamnoor698 10 місяців тому

    great!

  • @Amine-gz7gq
    @Amine-gz7gq 11 місяців тому

    why is a0 equal to c0 ? cn is not the same thing for n equals 0, 1->+inf or -inf->-1 :\

  • @HOWardLIA
    @HOWardLIA 5 років тому

    The Kronecker Delta function at the end?

  • @fhdxbdh1272
    @fhdxbdh1272 Рік тому

    I cant understand Cm substitution at the end.

  • @ccuuttww
    @ccuuttww 5 років тому +8

    any non EE students are watching this video?

  • @김상윤경희대학교생체

    Thx!

  • @igoreccard3213
    @igoreccard3213 5 років тому +1

    try to find three numbers a b c such that all three are prime and satisfy the equation a² + b² = c²
    please, someone help
    I'm having problems with this, although I'm pretty sure there are numbers like this
    save my soul ;-;

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      Black Pen Red Pen long ago made a video on finding a set of equations that generates every Pythagorean triple, each for every input you make. The generator proves that there is no solution to the your problem, meaning there is no Pythagorean triple in which every number is prime. It is impossible.

  • @mirahor1
    @mirahor1 5 років тому

    What did you study ? (i know math but be more specific please) thanks

  • @XESolar
    @XESolar 5 років тому +1

    8:18 so fun!

  • @jenny02832
    @jenny02832 7 місяців тому

    I am to late to see this video 😂
    love it❤

  • @dancifier405
    @dancifier405 5 років тому

    You are the best teacher........#bprpyay!!!!!!!!!!!
    So.....
    Please integrate e^x^x^x^e^i ......
    .......
    I think it would be great!!!!😅🤗🤗🤗🤗🤗🤗🤗🤗
    And it's time for you to have a haircut

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      What does the ........ stand for? Also, I’m fairly certain there is nothing you can do to integrate that function using elementary functions. In fact, even with known special functions, it may be impossible.

  • @AlgyCuber
    @AlgyCuber 5 років тому +2

    four year series

  • @MuPrimeMath
    @MuPrimeMath 5 років тому +4

    7:44 “c”-quence...hehehe

  • @belaidhocineanis2891
    @belaidhocineanis2891 5 років тому

    Is there a way to prove that 1 + 1/2² + 1/3² + .... = pi²/6 with fourier series ????

    • @blackpenredpen
      @blackpenredpen  5 років тому +1

      BELAID Hocine Anis
      Yes, you can search "Gucci integral" or check my recent community post.

    • @edwardhartz1029
      @edwardhartz1029 4 роки тому

      Parseval’s Theorem

  • @abdalrhmanhammad3146
    @abdalrhmanhammad3146 5 років тому

    complex one😍

  • @siddharthasankarmaitra5529
    @siddharthasankarmaitra5529 2 місяці тому

    Complex one

  • @mike4ty4
    @mike4ty4 5 років тому

    What happened to "Lil complex"? :(((

  • @wangtom4524
    @wangtom4524 6 місяців тому

    SAVED MY A$$

  • @nicolasgoubin
    @nicolasgoubin 5 років тому

    Aaaaaah i struggle when i want to turn the domain of the function [-pi;pi] to [-L;L] to make it match physics and signal analysis =(
    I have troubles turning the nx into 2pi*frequency*time =(
    Yay^(-1) :'((((

  • @shivimish9962
    @shivimish9962 5 років тому

    Why is it that when n not equal to m the integral is 0?

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      If you do the calculation, then you will understand why. However, the implication is that the functions are orthogonal as part of a basis

    • @angelmendez-rivera351
      @angelmendez-rivera351 5 років тому

      He also made a video on this today or yesterday.

    • @jonasdaverio9369
      @jonasdaverio9369 5 років тому

      There is a video from 3blue1brown explaining it (or something related to).

    • @blackpenredpen
      @blackpenredpen  5 років тому

      shivi mish you can check my previous video in the description

  • @shivimish9962
    @shivimish9962 5 років тому +1

    Just 29 views?

  • @wave1o151
    @wave1o151 Рік тому

    goat

  • @chrisstanford3652
    @chrisstanford3652 2 роки тому

    🤗🤗

  • @abdinasirmohammed6880
    @abdinasirmohammed6880 2 роки тому

    Who is watching in the year of 2022 in 5he year conflict 🇺🇦 and 🇷🇺

  • @Amiraamira-fk5xi
    @Amiraamira-fk5xi 4 роки тому

    وينكم ياعرب