How To Integrate The Gaussian Function | HBD Gauss!

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  • Опубликовано: 19 янв 2025

Комментарии • 150

  • @alefdias4468
    @alefdias4468 6 лет назад +351

    Your integral signs are masterpieces

  • @AndrewDotsonvideos
    @AndrewDotsonvideos  6 лет назад +44

    I just noticed a mistake at 11:16. dx' does not equal dx. dx' = dx/ root b! Sorry about that. So it should be multipled by root b times dx'.

    • @anilsharma-ev2my
      @anilsharma-ev2my 4 года назад

      Hi
      Kya Delhi 42 ki sabhi calculation plank level par mil sakti hain
      Gravity
      Acceleration
      Area
      Mass
      Density
      Energy density
      Angular velocity
      Angular energy
      Mean deviation from axis
      Potential energy
      Kinetic energy
      Tolal solid angle ratio with rest of the world
      Total mass contains
      Total elasticity Hooks law
      Total stress and strain
      Total g values according to solid angular velocity
      So we found how much energy we feel during earthquake if we are sitting at third floor
      Building is made with concrete
      Thanks
      No money but ideas are valuable
      For each particles of nation

  • @mrnarason
    @mrnarason 6 лет назад +148

    Fun fact, the Fourier transform of a Gaussian is another Gaussian.

  • @addas1392
    @addas1392 4 года назад +6

    I came upon this while studying variational approximation. Spent an entire hour integrating it with all the basic calculus I knew. Still got nothing. Had a mental breakdown and then fetched up my old friend from undergrad class at 12am. Ended up giving him brain attacks. Poor man is dying. I have to give him the link to this video. You save lives Andrew. Thank you so much❤️🎉.
    Edit: Yes. More math videos please!!!🙏.

  • @Triadii
    @Triadii 4 года назад +27

    When I learn this in school I get bored
    But when I find this on RUclips I find it really interesting
    how strange

  • @wolfumz
    @wolfumz 3 года назад +1

    Thank you for posting this, and going through all the algebra so slowly, and step by step. It's the best explanation I've seen so far, I finally get it now.

  • @semiawesomatic6064
    @semiawesomatic6064 6 лет назад +7

    Probably one of my favorite videos so far.

  • @anshchawla9721
    @anshchawla9721 6 лет назад +28

    I myself am in the last year of my high school and I love physics and maths outside the school curriculum and this is probably the best it can get! Love your math and physics videos and keep making more good content Andrew 👍🏻👍🏻

    • @natanbergers8610
      @natanbergers8610 Год назад

      hey, I currently am in the situation that you were in four years ago. I want to study engineering or physics and just couldn't help but wonder what you're doing now, four years after having probably the exact feeling that i have now

  • @illumiyokai
    @illumiyokai 6 лет назад +50

    More math walkthroughs!

  • @MarcoACto
    @MarcoACto 6 лет назад +1

    Dude you're so calm in your vídeos it makes me calm, while also learning stuff I find very nice and interesting but don't even need (I study chemical engineering). Anyway, I just discovered this channel and love it. Keep up the amazing work!

  • @rhosymedra6628
    @rhosymedra6628 4 года назад +9

    "Everyone's favourite integral to look up" so true lol 😂

  • @utsabdas1059
    @utsabdas1059 5 лет назад +4

    Would it not have been easier to use a gamma function here? To simplify the exponential power issue?
    It’s a nice channel you have here though Andrew and I love seeing a physics major discussing rigorous math methods. Keep it up!

  • @nobisphysics7651
    @nobisphysics7651 4 года назад

    I'm in high school and got to know about this Gaussian integral randomly. I surfed through the Internet for the derivation or evaluation but couldn't understand. But After watching your video it's all clear.
    Thanks & Keep Uploading.

  • @Abdullah-em1jk
    @Abdullah-em1jk 6 лет назад +13

    Really fun! Thanks :) I hope you do more similar math related videos.

  • @porit1023
    @porit1023 6 лет назад +6

    loved it thank you for taking time out and making these vids. would love to see more math videos

  • @kohenwilliams5585
    @kohenwilliams5585 4 года назад +1

    I send thanks from Griffiths Intro to Quantum Mechanics 3e problem 1.3

  • @suhailmall98
    @suhailmall98 6 лет назад +2

    Just discovered Papa Flammy the other week and now I can get my fix from this channel too!

  • @gillcallens1913
    @gillcallens1913 6 лет назад +2

    Amazing video! Hoping to see more math related videos in the (near) future :)

  • @GabeDT567
    @GabeDT567 2 года назад

    I love how you spun around to represent 2pi.

  • @ketisikharulidze3968
    @ketisikharulidze3968 4 года назад +3

    The general way of going about solving this is to be A LItTle CleVEr

  • @randymartin5500
    @randymartin5500 3 года назад

    Awww I was looking forward to you integrating the complex probability distribution Gaussian from the Uncertainty Principle's defined momentum spectrum to show us the quantum interference pattern of a particle or a set of particles using their mean value:)

  • @MegaRaja54321
    @MegaRaja54321 6 лет назад +6

    So I'm in precalculus 11 right now but this was still fun to watch hahaha cool vid man!

  • @moviecrew3336
    @moviecrew3336 4 года назад

    Awesome....it's good to have someone who explains stuff you don't wanna read from the book...lol.

  • @simran1999
    @simran1999 5 лет назад +1

    Awesome!! Thanks to you.I was struggling with this for so long.

  • @goncalofreitas2094
    @goncalofreitas2094 6 лет назад +1

    Very good explanation! I love this channel!

  • @jamesblank2024
    @jamesblank2024 4 года назад

    A slick way to normalize the Gaussian distribution. Error functions have no closed form.

  • @gmcenroe
    @gmcenroe 5 лет назад +2

    One little mistake r = x^2 + y^2 should be r^2 instead of r. You made the correct substitution into the integral though.

  • @pllagunos
    @pllagunos 5 лет назад +1

    Why is the angle for the integral from 0 to infinity equal to Pi/2? The integral evaluated with R covers the first quadrant (pi/2) but taking the analogy that it has ti rotate then that would be Pi. Even more so, this is half the first integral which had angle 2Pi, so for me it makes more sense for it to be Pi. Though I know it should be Pi/2, I just really don’t understand why

    • @Fysiker
      @Fysiker 4 года назад +1

      You mean around 9:40? It seems to me that you know that the angle needed to go from the x axis to the y axis is pi/2, but you also think that this integral should cover "half" of the plane that the first integral did, since the bounds are from 0 to infinity instead of from negative infinity to positive infinity. Am I understanding you?
      If I am, I think the problem you are having is that you are thinking one dimensionally instead of two. If only y was changed to be from 0 to infinity, the plane would be split in half so that only quadrants 1 and 2 are included and the bounds for theta would be from 0 to pi. However, BOTH the y bounds AND the x bounds are getting cut "in half" to be from 0 to infinity. This forces the integral to be over the first quadrant, or 1/2•1/2=1/4 the plane.

  • @reznov885
    @reznov885 6 лет назад +7

    You cleaned the whiteboard

  • @sanashabbir1431
    @sanashabbir1431 4 года назад

    Great work,it was so joyous to learn this incredible beauty👍

  • @ralexhassle5136
    @ralexhassle5136 4 года назад +1

    is there a Fubinni hidden somewhere ?

  • @ankursardar4707
    @ankursardar4707 Год назад

    I tried to solve it using euler's identity but got stuck for the infinity limits. This method helps and was wonderful to learn. Thank you.

  • @DaMonster
    @DaMonster 2 года назад

    You’re an excellent teacher

  • @ansper1905
    @ansper1905 4 года назад +2

    Why dxdy=rdrdθ?

  • @Twistandfly
    @Twistandfly 2 года назад

    PI apparences in EXp integral always still amaze me

  • @batclocks9110
    @batclocks9110 5 лет назад +1

    The little explanation at the beginning that justifies using y just tied this all together. I was wondering why you could just dump a different variable in and call it a day.

  • @saptarshiroy449
    @saptarshiroy449 3 года назад

    I have an entrance exam on Wednesday, this was a good refresher

  • @christophebrou1178
    @christophebrou1178 6 лет назад +2

    Wow..very nice explanation..I would love to see more videos like this ;)

  • @mochigojo9753
    @mochigojo9753 4 года назад +3

    You'll be a good prof fr 🤔

  • @MrTheKingOfLoquendo
    @MrTheKingOfLoquendo 6 лет назад +2

    make more math videos! I love the way you explain!

  • @wigglyhoney6711
    @wigglyhoney6711 Год назад

    when you replace dxdy wheres the r come from?why is the replacement to dxdy, r * drdtheta?

  • @lulzmoney99
    @lulzmoney99 5 лет назад

    It would be nice to get a bit of a discussion about how strange it is that the areas and volumes of these functions are connected to pi when they seem to have nothing to do with pi, on the surface. Is it not noteworthy that pi magically appears, seemingly out of nowhere? It would also be nice to see some mention of how unusual it is that a cross-section of the solid you found the volume of, has an area of exactly the square root of the volume. What other solid has this property? These functions are very unusual, especially considering the connection to real world probability distributions. I don't mean to just complain, so I'll end on a positive note. Nice video!

  • @shan659
    @shan659 6 лет назад +1

    Ah that was neat! We were just given some Gaussian integrals in class and use those

  • @anthonyshea6048
    @anthonyshea6048 2 года назад

    Hey, I liked it, but I’m stuck where there’s an x in front of the Gaussian

  • @mgominasian9206
    @mgominasian9206 6 лет назад +4

    what book do you suggest to learn new integrating method,amazing video.

    • @Lucas-zd8hl
      @Lucas-zd8hl 5 лет назад

      You can just search for "how to do any integral" here on RUclips

  • @cardflopper3307
    @cardflopper3307 4 года назад

    What exactly is int_exp(-y^2) ? How can it be the same as int_exp(-x^2). I'm having a hard time interpreting what subbing y does. Do they both have the same graph?. If we can convert it to polar then doesn't y have to refer to the vertical axis? In that case how can the two functions be the same?

  • @semiawesomatic6064
    @semiawesomatic6064 6 лет назад +15

    1:58 Missed the dx

    • @AndrewDotsonvideos
      @AndrewDotsonvideos  6 лет назад +39

      Deleting my channel right now

    • @semiawesomatic6064
      @semiawesomatic6064 6 лет назад +5

      Andrew Dotson good. Jk. Loved the video. This was entertaining. And you caught your minor mistakes. Nice job man.

    • @AndrewDotsonvideos
      @AndrewDotsonvideos  6 лет назад +10

      Really appreciate it!

  • @pepethefrog1151
    @pepethefrog1151 6 лет назад +5

    Could you explain why dxdy became rdrdtheta?

    • @Hvidbergen
      @Hvidbergen 6 лет назад

      If you havnt already, look up metric coefficients. For it to actually be something, say a distance, you need d phi to be multiplied by some distance, in this case r. Thats how I intuitively remember it, but the wiki article will explain it alot better

    • @joeuseldinger7614
      @joeuseldinger7614 5 лет назад

      Polar coordinates.

    • @BowMcGee
      @BowMcGee 5 лет назад +2

      Look up the jacobian, you can think of it as a compensation factor for the transformation between coordinate systems

    • @griffisme4833
      @griffisme4833 5 лет назад +1

      When you take calc 3 you will see why, in brief, it is just a substitution for dxdy or dydx.

    • @Fysiker
      @Fysiker 4 года назад

      This has to do with multivariable calculus. Reminder how in single variable calc how dx represented a small change in length, and we multiplied the function at the point times dx (infinitely) many times to find the area under the curve? We are integrating e^-(x^2+y^2), a function that depends on two variables.
      Since Andrew is doing a double integral, instead of integrating over length, he is integrating over a small patch of area dA in the plane. dA can be written as dxdy. Now we want to find a way to see how to write dA in terms of r and theta.
      This isn't completely rigorous, but it's how I see it: r and theta point at a single point in the plane, and r is the radius of a circle centered at (0,0). If we increase theta by dtheta, then the point moves a distance r•dtheta along the circle of radius r. Assuming that r is big, we can pretend that that length on the circle is a straight line. This is going to be the base of a rectangle of area dA.
      Now imagine increasing r by dr. This would give the rectangle a height dr. Therefore the area of the rectangle is dA= (r•dtheta)•dr = r•dr•dtheta, and since dA=dxdy, then
      dxdy=r•dr•dtheta.

  • @thomasblackwell9507
    @thomasblackwell9507 3 года назад

    Would you please cover Feynman’s method?

  • @turtle8558
    @turtle8558 3 года назад

    Me wondering how he draws perfect integrals, every time

  • @flofe2607
    @flofe2607 6 лет назад

    why do we use the delta-distribution as a sequence of gaussian functions instead of just defining a function that returns 0 and 1 as in maths?

  • @Fysiker
    @Fysiker 4 года назад

    Does anyone know a justification for turning the product of the two integrals into a double integral? I was confused and now am curious whether the following reasoning is valid:
    Want to find integral of f(x) from a to b, times integral g(y) from c to d. This is equal to
    { F(b) - F(a) } • { G(d) - G(c) }.
    Then I found the double integral of f(x)•g(y), assuming that x and y have no dependence on each other so that f(x) can be treated as a constant in y, and g(y) can be treated as a constant in x. Integrating with respect to x first I found
    integral with respect to y from c to d of g(y)•(F(b) - F(a))
    Integrating once more, I found the same expression (F(b) - F(a)) • (G(d) - G(c)).
    Am I missing something? I haven't practiced my double integrals for a while.

  • @thisguy2989
    @thisguy2989 6 лет назад

    Glorious! Woulda taken me a couple minutes to think to swap to polar coordinates!

  • @athul_c1375
    @athul_c1375 3 года назад

    I the end it should be \sqrt{b} x prime
    Right?

  • @Saptarshi.Sarkar
    @Saptarshi.Sarkar 3 года назад

    Using the gamma function is my favourite though

  • @antoniorubio602
    @antoniorubio602 4 года назад +2

    Why did he change the dx into r•dr?

    • @Fysiker
      @Fysiker 4 года назад

      This has to do with multivariable calculus. Reminder how in single variable calc how dx represented a small change in length, and we multiplied the function at the point times dx (infinitely) many times to find the area under the curve? We are integrating e^-(x^2+y^2), a function that depends on two variables.
      Since Andrew is doing a double integral, instead of integrating over length, he is integrating over a small patch of area dA in the plane. dA can be written as dxdy. Now we want to find a way to see how to write dA in terms of r and theta.
      This isn't completely rigorous, but it's how I see it: r and theta point at a single point in the plane, and r is the radius of a circle centered at (0,0). If we increase theta by dtheta, then the point moves a distance r•dtheta along the circle of radius r. Assuming that r is big, we can pretend that that length on the circle is a straight line. This is going to be the base of a rectangle of area dA.
      Now imagine increasing r by dr. This would give the rectangle a height dr. Therefore the area of the rectangle is dA= (r•dtheta)•dr = r•dr•dtheta, and since dA=dxdy, then
      dxdy=r•dr•dtheta.

    • @Murraythis
      @Murraythis 2 года назад

      @@Fysiker thanks for explaining this! This helped a lot.

  • @nathandaniel5451
    @nathandaniel5451 6 лет назад +1

    Yay a math video I can understand!

  • @arifsarkar7328
    @arifsarkar7328 4 года назад

    Please make some videos on statistical mechanics.♡

  • @dheerdaksh
    @dheerdaksh 5 лет назад +1

    How does dxdy = rdrdtheta ?

    • @Fysiker
      @Fysiker 4 года назад

      This has to do with multivariable calculus. Reminder how in single variable calc how dx represented a small change in length, and we multiplied the function at the point times dx (infinitely) many times to find the area under the curve? We are integrating e^-(x^2+y^2), a function that depends on two variables.
      Since Andrew is doing a double integral, instead of integrating over length, he is integrating over a small patch of area dA in the plane. dA can be written as dxdy. Now we want to find a way to see how to write dA in terms of r and theta.
      This isn't completely rigorous, but it's how I see it: r and theta point at a single point in the plane, and r is the radius of a circle centered at (0,0). If we increase theta by dtheta, then the point moves a distance r•dtheta along the circle of radius r. Assuming that r is big, we can pretend that that length on the circle is a straight line. This is going to be the base of a rectangle of area dA.
      Now imagine increasing r by dr. This would give the rectangle a height dr. Therefore the area of the rectangle is dA= (r•dtheta)•dr = r•dr•dtheta, and since dA=dxdy, then
      dxdy=r•dr•dtheta.

    • @DanielJBarnett
      @DanielJBarnett 3 года назад

      Take the determinant of the Jacobian matrix. This is used when changing variables

  • @tesoperator7142
    @tesoperator7142 2 года назад

    How u change r=x^2+y^2 to r^2?

  • @world_conquerer
    @world_conquerer 5 лет назад

    You explained really well bro

  • @murphy98969
    @murphy98969 5 лет назад

    This is the way that physicist do integration

  • @herbie_the_hillbillie_goat
    @herbie_the_hillbillie_goat 3 года назад

    I know I'm missing something minor here, but I'm not clear on why dxdy becomes rdrdθ instead of drdθ. Where did the r come from?

    • @AndrewDotsonvideos
      @AndrewDotsonvideos  3 года назад +1

      It comes from the jacobins:) dxdy has units of area but drdtheta only has units of length since angles are dimensionless.

    • @herbie_the_hillbillie_goat
      @herbie_the_hillbillie_goat 3 года назад

      @@AndrewDotsonvideos Oooh. I see. Thanks Andrew :)

  • @33buhhh
    @33buhhh 5 лет назад

    Really enjoyed this need more

  • @anjanabeniwal7948
    @anjanabeniwal7948 4 года назад

    what is the integration of e^(2x-x^2)

  • @Skandalos
    @Skandalos 5 лет назад

    Is there a general rule that the product of two integrals equals the double integral? Referring to 2:50.

    • @GamerTheTurtle
      @GamerTheTurtle 4 года назад

      fubini's theorem justify this i believe as long as both integrands are continuous within the region of integration

  • @Lucas-zd8hl
    @Lucas-zd8hl 5 лет назад

    6:28 If we had a bottom limit, what would we multiply with?

    • @griffisme4833
      @griffisme4833 5 лет назад

      (2pi-bottom limit), you won't have a bottom limit though.

  • @garnetg987
    @garnetg987 5 лет назад +1

    Why does dxdy = r drdθ ?

    • @Fysiker
      @Fysiker 4 года назад +1

      This has to do with multivariable calculus. Reminder how in single variable calc how dx represented a small change in length, and we multiplied the function at the point times dx (infinitely) many times to find the area under the curve? We are integrating e^-(x^2+y^2), a function that depends on two variables.
      Since Andrew is doing a double integral, instead of integrating over length, he is integrating over a small patch of area dA in the plane. dA can be written as dxdy. Now we want to find a way to see how to write dA in terms of r and theta.
      This isn't completely rigorous, but it's how I see it: r and theta point at a single point in the plane, and r is the radius of a circle centered at (0,0). If we increase theta by dtheta, then the point moves a distance r•dtheta along the circle of radius r. Assuming that r is big, we can pretend that that length on the circle is a straight line. This is going to be the base of a rectangle of area dA.
      Now imagine increasing r by dr. This would give the rectangle a height dr. Therefore the area of the rectangle is dA= (r•dtheta)•dr = r•dr•dtheta, and since dA=dxdy, then
      dxdy=r•dr•dtheta.
      P.S. How'd you write theta?

    • @garnetg987
      @garnetg987 4 года назад +1

      @@Fysiker For theta you can open "character map" from your search bar and you'll find all the Greek letters, among other things.
      I actually did some research into this awhile ago and understand it to come from finding the Jacobian where x = r cosθ and y = r sin θ.
      In this case, the Jacobian being the determinant of the 2x2 matrix:
      [ ∂x/∂r ∂x/∂θ ]
      [ ∂y/∂r ∂y/∂θ ]
      Thank you for your help

  • @frequentlywrong4459
    @frequentlywrong4459 4 года назад

    i can smell the whiteboard marker

  • @chanameegan5721
    @chanameegan5721 5 лет назад

    I didn't understand how you can let x' equal (x^2)/b?
    Why isn't it -2x/b?
    These videos are very engaging and useful by the way. Thank you Andrew Dotson!

    • @IOffspringI
      @IOffspringI 5 лет назад

      I'm a little late probably. I am assuming you had x' as a notation for the derivative. In the video x' is not the derivative of x, it's just the name of the variable.

  • @robertmunga2630
    @robertmunga2630 5 лет назад

    I think first show that the integral exists (i.e. converges) & why then get into the mechanics of integration.

    • @AndrewDotsonvideos
      @AndrewDotsonvideos  5 лет назад +2

      Robert Munga does solving the integral not show that it converges?

    • @robertmunga2630
      @robertmunga2630 5 лет назад

      @@AndrewDotsonvideos I suppose it does! But before you do the integral is there a way to tell whether it will actually converge or you just have to go through the process to find out (e.g. for instance could you draw the graph & sort of "guess" from looking at it that the integral likely exists?)

  • @password6975
    @password6975 3 года назад

    Thank you teacher

  • @acerovalderas
    @acerovalderas 5 лет назад

    Excellent explanation!

  • @ads0504
    @ads0504 6 лет назад +7

    I like the math videos but I also think you should definitely make more joke videos

  • @manleom2260
    @manleom2260 5 лет назад

    YOooo! where are the pictures...son?

  • @DoctorClarinet
    @DoctorClarinet 5 лет назад

    could 'e' be any constant? if not why not?

    • @IkikaeruRaimei
      @IkikaeruRaimei 4 года назад

      Because e is a constant, not a variable...

  • @noradilah8880
    @noradilah8880 3 года назад

    thank you thank you thank you thank youuuuuuuu

  • @sfruizmiranda
    @sfruizmiranda 6 лет назад

    isn't it easier to use the power series for e^x and integrate the series?

    • @AndrewDotsonvideos
      @AndrewDotsonvideos  6 лет назад

      I haven't tried that! Give it a try and let me know how it goes!

  • @jaimes5716
    @jaimes5716 6 лет назад

    So when is the exam?

  • @kshitijkumar4118
    @kshitijkumar4118 4 года назад

    Helped a lot, thank you!!!

  • @andradeneto64
    @andradeneto64 5 лет назад

    very nice! 👍👏👏👏

  • @stephenchege
    @stephenchege 2 года назад

    Thank you 👍👍

  • @sagov9
    @sagov9 5 лет назад

    ...or just use a symmetry argument to say that the integral from 0 to infinity is exactly half the integral from -infinity to infinity.

    • @abdullaalmosalami
      @abdullaalmosalami 5 лет назад

      Since exp(-x^2) is even***, i.e., exp(-(-x)^2 ) = exp(-(x)^2)

  • @sayanak9929
    @sayanak9929 4 года назад

    Great video, thanks 👍🏼

  • @phamhuutri1996
    @phamhuutri1996 5 лет назад

    What is the meaning of that symbol you call “sine”? i dont know how to spell it either

  • @gautomdeka581
    @gautomdeka581 3 года назад

    Thanks Andrew

  • @jaredbaine7551
    @jaredbaine7551 5 лет назад

    I'm Just learning differentiation in highschool math. This looks terrifying.

  • @FrankosN
    @FrankosN 4 года назад

    Great video!

  • @kamalasiwal5516
    @kamalasiwal5516 6 лет назад

    You are a genius.....

  • @luisgarabito8805
    @luisgarabito8805 2 года назад

    This would’ve been useful a day ago for my quantum final. Rip.

  • @oghenekomeowhe4397
    @oghenekomeowhe4397 Год назад

    so helpful thanks

  • @gregoryfenn1462
    @gregoryfenn1462 5 лет назад +1

    Why did you square the integral first? Every proof I've seen uses this trick in one guise or another but no one has explained how you would know to do that before knowing the answer you're looking for

    • @alecgolas8396
      @alecgolas8396 4 года назад

      You have to square the integral in order to be able to transform the exponent into polar coordinates.
      It's also not exactly something you're supposed to know to do. People had been trying to solve this unsuccessfully for almost 70 years before rootin' tootin' Gauss did the polar coordinates transform.

  • @affapple3214
    @affapple3214 4 года назад

    Its easy, just look at the table of integrals

  • @KakashiChidori616
    @KakashiChidori616 5 лет назад

    Well you can do it much more simply man.e^x2 is an even function.so limit of integration becomes 0 to inf with a multiplication of 2 infront of the integral. Then use x^2 =t. Then it is simply a gamma function,which can be evaluated without even integrating.Lol

    • @griffisme4833
      @griffisme4833 5 лет назад

      ? The gamma function has another factor of t^(z-1) though.

  • @AJ-et3vf
    @AJ-et3vf 3 года назад

    ❤️❤️❤️❤️❤️

  • @spanishlanguageeducational3737
    @spanishlanguageeducational3737 4 года назад

    Thank you!

  • @michiahruby2445
    @michiahruby2445 2 года назад

    Why are math guys always cute?

  • @jakeandrews8393
    @jakeandrews8393 6 лет назад

    more of this kind of video

  • @DavidSousaP
    @DavidSousaP 3 года назад

    Ta da ... ❤

  • @heinminzaw6932
    @heinminzaw6932 6 лет назад

    Thanks!