Lagrange multipliers (3 variables) | MIT 18.02SC Multivariable Calculus, Fall 2010

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  • เผยแพร่เมื่อ 13 ม.ค. 2025

ความคิดเห็น • 154

  • @coria6231
    @coria6231 3 ปีที่แล้ว +4

    Finally someone explains this stuff in a clear way.
    My teacher is pretty bad, a minutes ago he was introducing this new topic and just did an exercise and he wasn´t able to get an answer pfff

  • @AndrewCroft-l2m
    @AndrewCroft-l2m 2 หลายเดือนก่อน

    13 years later and still saving calculus students... THANKS!

  • @magramado
    @magramado 12 ปีที่แล้ว +9

    You made it look so much easier than my teacher! And my native language is spanish, so you are pretty awsome! thanks a lot

  • @PassionForHisWord
    @PassionForHisWord 12 ปีที่แล้ว +2

    This video was very helpful for me. I was confused on how to solve the system of equations, but you really helped clarify things. Thank you!

  • @maxator8380
    @maxator8380 6 หลายเดือนก่อน

    Thank you very much, i was stuck on various problems and got many wrong answer, but thanks to this video everything is clear now and i can solve all the problems.

  • @MrPattara23
    @MrPattara23 12 ปีที่แล้ว +4

    Joel is doing a great job with these home ed. videos! Very helpful indeed.

  • @IamNumber4242
    @IamNumber4242 4 ปีที่แล้ว +1

    guys, if its on the unit sphere, then we can simplify the objective function: f = x + y^2 + 2z^2 + (x^2+y^2+z^2) = x + y^2 + 2z^2 + 1. Since we are looking for points on the unit sphere x^2+y^2+z^2 = 1

  • @joechess3078
    @joechess3078 8 ปีที่แล้ว +61

    "x equals a heeaaaalf" !!!! 7:24

  • @Rjjackknife
    @Rjjackknife 12 ปีที่แล้ว +1

    People learn how to solve systems of equations in middle or early high school, but multivariable calculus, which is used here with calculating the gradients, along with the idea of lagrange multipliers themselves, is generally learned in late high school or early college (by people to whom applied math is of interest).

  • @69erthx1138
    @69erthx1138 4 ปีที่แล้ว +1

    @9:48 I'm gonna crunch through all this calculus, but I'll just check my prior notes for the arithmetic, LOL! But very clear and nice breakdown.

  • @omardhona
    @omardhona 12 ปีที่แล้ว +1

    I think the value for lamda for y and z is switch around becuase for the three possibility we suppose to check is
    a) y=z=0
    b) z=0 or lamda=3
    c) y=0 or lamda=2
    for b and c the lamda value is switch around please check it back.

  • @NikhilBanka29
    @NikhilBanka29 8 ปีที่แล้ว +15

    couldn't be more simple.

  • @Anteaterdance
    @Anteaterdance 12 ปีที่แล้ว

    He wrote it that way to simplify it. He took the square root of 4, but left the square root of three at the top. What he said was -+V(3/4) what he wrote was -+V(3)/2. which is the same thing.

  • @736939
    @736939 2 ปีที่แล้ว

    1:17 This is what I didn't get. Why this, is a maximum when the gradient of the objective function is parallel to the gradient of the constraint function?

    • @vortex5h0ck28
      @vortex5h0ck28 ปีที่แล้ว +1

      check lecture 13 of the 18.02 series

  • @ghostzart
    @ghostzart 12 ปีที่แล้ว

    He simplified it. Say you have sqrt(16x). Since the square root of 16 is 4, this simplifies to 4sqrt(x). This works also for fractions. sqrt(x/16) = sqrt(x)/4.
    The square root of 1/4 is 1/2, so bring the 1/2 out of the radical. What he said: sqrt(3/4). What he wrote: sqrt(3)/2. Notice the difference. It's maybe hard to see on his chalkboard, but his radical sits _on top of_ the fraction, not around it. If memory serves, he did the same thing for sqrt(15/16) (i.e. simplifying it to sqrt(15)/4).

  • @saibananji9493
    @saibananji9493 5 ปีที่แล้ว

    This may sound fairly stupid but how did you get y=0 and z=0 in 4:37 I really don't understand.

    • @vasilisdellios8034
      @vasilisdellios8034 5 ปีที่แล้ว

      In the 2nd equation you can't divide both sides by y unless it's non-zero. So you have to take into account the two solutions. Either y is non-zero and, therefore, you can solve for λ, or y =0. The same goes for the 3rd equation with respect to z.

  • @LNasterio
    @LNasterio 9 ปีที่แล้ว +9

    I think you missed out on the Hessian Matrix part?

  • @franksanchez7356
    @franksanchez7356 7 ปีที่แล้ว +1

    This helped me SOOOOOOOOOO MUCH! THANK YOU THANK YOU THANK YOU

  • @DamianSowinskisBrain
    @DamianSowinskisBrain 9 ปีที่แล้ว +2

    Mistake in case b. The z equation implies that z = 1, so the constraint can't be satisfied.
    Mistake in case c. The y equation implies that y = 1, so the constraint can't be satisfied.
    Only case a needs to be checked.

    • @alvaro1121
      @alvaro1121 9 ปีที่แล้ว +2

      Damian Sowinski actually, it doesn't. I thought it did as well, but if you think about it, in case B it just implies that z/z = 1, and not that z=1, so Z can still be anything (other than 0).
      Same logic for case C

  • @DerAdemar
    @DerAdemar 13 ปีที่แล้ว

    @Evan2718281828 Hi there. Well, the reason is the following one, if I may respond to your question.
    The unit sphere is a compact set( it is closed and bounded ), and the function f in the problem is a continuous function. Any continuous function defined on a bounded set reaches its maximum and minimun on that set.

  • @bubblesmeow7172
    @bubblesmeow7172 5 หลายเดือนก่อน

    I don't understand the partial derivatives in this.
    The Lagrange function is (l=lambda): L(x,y,z,l)= f(x,y,z)+ l(h(x,y,z)) with f being the function and h(x,y,z) being the constraint.
    The partial derivative of L(x,y,z,l) would be:
    2x+1+l(2x) = 0
    2x+1 = -l(2x)
    etc. Why are the values on the right side not negative?

  • @YW7
    @YW7 13 ปีที่แล้ว +1

    @blkteg21 if choose y=0,lamda= 2, then 6z will not equal lamda.2z
    same for z=0,lamda=3

  • @blkteg21
    @blkteg21 13 ปีที่แล้ว +4

    Why can't you choose y=0, lamda=2 to be one of your cases, and z= 0, lamda = 3 to be the other?

    • @maxator8380
      @maxator8380 6 หลายเดือนก่อน

      Do you know now?

    • @akshatmodi8607
      @akshatmodi8607 วันที่ผ่านมา

      Because if you choose y=0 and λ=2 then the point you will obtain by solving the equation is (1/2, 0,0) which does not lie on the sphere same way you can check for the case z=0 and λ=3 then the point you will obtain is (1/4, 0,0) which again does not lie on the sphere as 0.25²+0²+0²≠1

  • @armandox7
    @armandox7 8 ปีที่แล้ว +15

    The explanation an execution 10/10 but the only problem i had was keeping up with the cases. I'm still stuck on how these cases came to be and why so many?

    • @AxiomaticUncertainty
      @AxiomaticUncertainty 5 ปีที่แล้ว +1

      Very late but here's an example of how extra can arise so as to elucidate that for future viewers:
      when we have lamba*3x=x (as an example), we can obviously find lamba=1/3 where x=/=0; however, this leaves us with the case x=0 where lambda can be ANY (0*lambda=0 for all lambda)
      This means that the only case in which lambda can be anything other than 1/3 is when x=0; thus, when we solve for other cases (e.g. lambda*y=2y => lambda=2 for y=/=0) we have the addendum x=0 as an additional condition.
      Edit: lastly, under these same circumstances, (0, 0, z) allows for any lambda and is a critical point per the aforementioned analysis.
      In this case, then, we have three candidates for extrema and can solve the systems of eq. for the given conditions in order to evaluate said extrema

    • @mareshy
      @mareshy 5 ปีที่แล้ว

      @@AxiomaticUncertainty There should be 4 cases, why three?

    • @AxiomaticUncertainty
      @AxiomaticUncertainty 5 ปีที่แล้ว

      @@mareshy i wasn't solving for the cases in the video; i was just giving an example of how we can end up with so many cases

    • @shreyaskota3789
      @shreyaskota3789 5 ปีที่แล้ว

      Martín Huerta Y why should there be 4 cases? the 4th case seems to be lambda = 2 AND 3 which is impossible. maybe some case I’m missing?

    • @cosmicmutant33
      @cosmicmutant33 5 ปีที่แล้ว

      @@mareshy lambda cant be 2 and 3 at the same time

  • @EasternGrace
    @EasternGrace 11 ปีที่แล้ว

    By solving 6z=lambda*2z for lambda. Dividing both sides by 2z gives you lambda=3.

    • @iamrising7176
      @iamrising7176 2 ปีที่แล้ว +1

      Same issue I found. I guess he got it mixed up

  • @321svs
    @321svs 11 ปีที่แล้ว +5

    very good explanation. But it would be interesting to define the Lagrange function

  • @lavenderlemons888
    @lavenderlemons888 8 ปีที่แล้ว +5

    what happens in a 2 variable case where, even after the partial differentiation you still have 2 variables (as well as lamba) in each equation?? How would I to solve for one variable/

    • @victorluiz6766
      @victorluiz6766 7 ปีที่แล้ว +3

      Jessica Wong You would still have the conatraint function

  • @eagly1
    @eagly1 13 ปีที่แล้ว +1

    Must be hard to teach in front of a camera when you have no feedback..Still you're doing a great job ! Thank you !

  • @697hendrix
    @697hendrix 8 ปีที่แล้ว +19

    Great video. Thanks.. (:
    OH BOY ! 9:32

  • @bobkameron
    @bobkameron 4 ปีที่แล้ว

    Nice! This is a good explanation

  • @HershO.
    @HershO. 2 ปีที่แล้ว

    This video was very cool!

  • @ivanaskitchie
    @ivanaskitchie 10 ปีที่แล้ว

    great video , could you do a video including the algebra for getting the system of equations and solving those. additionally can you show how to get the max and min of a boundary. this would be extremely beneficial to apply to public finance problems which involve calculating externalities
    thank you

  • @imegatrone
    @imegatrone 13 ปีที่แล้ว

    I Really Like The Video Lagrange multipliers (3 variables) From Your

  • @Patsoawsm
    @Patsoawsm 11 ปีที่แล้ว +2

    Actually, if x = 0, the first of the four equations, 2x + 1 = lamda * 2x would give you 0 + 1 = lamda * 2 * 0 => 1 = 0. Therefore, x must not be 0.

  • @dharemndraseju5313
    @dharemndraseju5313 6 ปีที่แล้ว +1

    we can find variable x,y,z in terms of lemada and put them into equation and find value of lemada, and we can find extremum point for the equation easily.

  • @PBPotter
    @PBPotter 2 ปีที่แล้ว

    What would be the problem with solving the constraint equation for y^2 and subbing it into F(x,y,z) thereby making F into a function of just x and z. Then you could take the partials of F wrt x and z, set them equal to zero and solve for x, y and z that way. Except I don't get all of the points you are arriving at. I'm just not sure why not. (I come up with only the point (1/2, sqrt(3)/2, 0).

  • @ranam
    @ranam 3 ปีที่แล้ว

    My question may be strange but I have no one to ask this can you tell me a Lagrange algorithm to find a minimum arbitrary volume within another volume which can contain it by maximum of it inside it or minimum of it out side 🙏🙏🙏

  • @DanKxxx
    @DanKxxx 12 ปีที่แล้ว

    Learnt the proof for Lagrangian when I was 16 at high school. They also taught many other proofs such as inclusion-exclusion via induction, mgf, pdf etc.

  • @scialomy
    @scialomy 3 ปีที่แล้ว +1

    Are the "false" solutions meaningful in a way or do they only appear due to the way we're solving the equation system?

    • @NA8TEN
      @NA8TEN 3 ปีที่แล้ว

      I think it has something to do with imaginary numbers in the complex world

  • @donreynolds5233
    @donreynolds5233 7 ปีที่แล้ว +2

    can't be the only person listening to this with ZZ Top in the background

  • @LAnonHubbard
    @LAnonHubbard 11 ปีที่แล้ว

    I tried to do this by myself, but failed after arriving at the system of equations. I understand it once Joel went through it and paused and completed once I was put back on track. Very messy!

  • @Explorer982
    @Explorer982 5 ปีที่แล้ว +2

    Very helpful, but can I ask where does case a come from?

    • @akshitbhalla874
      @akshitbhalla874 5 ปีที่แล้ว

      We know two things
      1. y = 0 or k = 2
      2. z = 0 or k = 3
      The final solution must result from a combination of these results. Therefore the following three cases arise:
      a) y = z = 0
      b) y = 0 and k = 3
      c) z = 0 and k = 2
      Obviously, k = 2 and k = 3 is not possible.

  • @oxm18
    @oxm18 8 ปีที่แล้ว +1

    The instructor looks like an easter bunny!!!!!!!!

  • @marizzathebest
    @marizzathebest 12 ปีที่แล้ว

    awesome ..you could do some examples with Karush-Kuhn-Tucker conditions ;)

  • @semigene
    @semigene ปีที่แล้ว

    Why don’t we need to examine the case when x=0?

  • @1982rafaellima
    @1982rafaellima 9 ปีที่แล้ว

    It is easier than I thought! =D

  • @fresbing
    @fresbing 11 ปีที่แล้ว

    at around 6:50ish when you were solving for the points, for y=0 and lambda=3, if you use 6z=lambda*2z, z would = 1 and x would be 0, why isnt that a possible max/min?

  • @joepower96
    @joepower96 7 ปีที่แล้ว +2

    just dont understand why he picked y=z=0 and for b y=0 and lambda =3

    • @ArchitMandhania
      @ArchitMandhania 6 ปีที่แล้ว

      From my understanding, there are 2 sets of variables he's working with when coming up with case a and b. Think about it like y and Lambda y and z and Lambda z. For case A, he sets both y and z to 0. For B, y is still 0, but now he takes the lambda z component, which is 3.
      Hope this helps! I'm learning this as well, so apologies if I'm incorrect.

  • @thelebaron91
    @thelebaron91 13 ปีที่แล้ว

    best explanation out there

  • @niharranjan6353
    @niharranjan6353 4 ปีที่แล้ว

    why didn't you take the case of y=0 and lambda=2...and similarly with z??

  • @falcodarkzz
    @falcodarkzz 5 ปีที่แล้ว

    This guy could lowkey play the Joker in the next Batman film. Just has that vibe.

  • @user-pq6si4ol4w
    @user-pq6si4ol4w 8 ปีที่แล้ว

    Wow thank you. Very helpful.

  • @kyriacou1
    @kyriacou1 12 ปีที่แล้ว +3

    Im learning this in my first year of university and I'm from england.. where are you even from

    • @Eduardo-cr8ri
      @Eduardo-cr8ri 4 ปีที่แล้ว

      MIT

    • @leoliu7492
      @leoliu7492 3 ปีที่แล้ว

      CA

    • @kyriacou1
      @kyriacou1 3 ปีที่แล้ว +1

      @@leoliu7492 cant remember why I asked, but thanks!

  • @AJ_real
    @AJ_real 12 ปีที่แล้ว

    His accent seems clear enough to me.

  • @the_eternal_student
    @the_eternal_student หลายเดือนก่อน

    Where did you get y=0 when lambda = 3? I thought those were 2 separate cases.

  • @essangar
    @essangar 13 ปีที่แล้ว

    hello, i'm spanish, and i have a problem with a similar exercise. the function is
    T(x,y,z)=10xyz as (x,y,z) varies on the unit sphere x^2+y^2+z^2=1.
    My problem is, i don't know as resolve the exercise when obtein the values of x, y, z and lamda.

  • @Daniel_Paso
    @Daniel_Paso 12 ปีที่แล้ว

    why wouldn't it be when y = 0 lambda = 2 and when z = 0 lambda = 3? That is the only thing that I'm not grasping about this video. Can anyone help me out?

  • @AJ_real
    @AJ_real 12 ปีที่แล้ว

    What country are you in? I'm in Ireland and this wasn't on the Leaving Cert ( A-Level/ SAT) course.Maybe its on the Applied Maths/ optional maths course.

  • @sujit_menon
    @sujit_menon 10 ปีที่แล้ว

    Hey can u help me with this:
    Maximize V (x,y, z) =x*y*z under the following two constraints: (a) 4 (x+y+z) =P; (b) 2 (x*y+y*z+z*x) =S; where P and S are known constants?
    I need the values of x,y,z in terms of P and S only.

    • @deblish
      @deblish 8 ปีที่แล้ว +6

      na

  • @lifeisnotajokee
    @lifeisnotajokee ปีที่แล้ว

    If I wasn't confused will I be watching you👀

  • @ndianzon
    @ndianzon 8 ปีที่แล้ว

    Why case 2) lambda=3 and not lambda=2 same as case 3) lambda=2 and not lambda=3??? This is confusing at this part, or you just got the cases mixed up, but the rest of the discussion i got.

    • @victorluiz6766
      @victorluiz6766 7 ปีที่แล้ว

      HydroXY31 y=0 OR lambda = 2. Not and. OR

  • @supertren
    @supertren 13 ปีที่แล้ว

    Thank you very much!, very good explanation!.

  • @emersongalvez8903
    @emersongalvez8903 10 ปีที่แล้ว +3

    in b)- y=0 or landa=2..why landa=3?

    • @robinjohansson8297
      @robinjohansson8297 10 ปีที่แล้ว +9

      y=0 or lambda=2, in this case y is equal to 0 so lambda is then not equal to 2
      he says y=0 AND lambda=3
      lambda = 6z/2z
      lambda = 3

    • @mr_jjhh890
      @mr_jjhh890 4 ปีที่แล้ว

      @@robinjohansson8297 thanks dude I had the same doubt, your comment helped me a lot!

  • @Kiwibirdman1701
    @Kiwibirdman1701 13 ปีที่แล้ว

    Very well done. Thank you!

  • @ibraheembaloch9772
    @ibraheembaloch9772 2 ปีที่แล้ว

    will this be local or global extremas?

  • @hesokaheso855
    @hesokaheso855 6 ปีที่แล้ว +1

    what do you do if you only get one point? is it a max a min or neither?

    • @Kayy_SS
      @Kayy_SS 6 ปีที่แล้ว

      I'm here to find that answer as well. Did you figured it out ?

    • @hesokaheso855
      @hesokaheso855 6 ปีที่แล้ว

      If you only get one point. than it means it is the only point where the gradient of g(x,y) is parallel to gradient of f(x,y), its safe to assume it is a maximum (most of the time it is), but if g(x,y) is like part of a circle with radius of 1 from π/4 to 3π/4 and lets say the gradient of f(x,y) is a vector field pointing to the origin (0,0) from all direction, than you will only get one point at (0,1) where the gradient of the two functions are parallel but you still need to evaluate the ends points of g(x,y): f(cos π/4, sin π/4) and f(cos 3π/4, sin 3π/4) to make sure if its a max or a min, in the example i just gave you it actually ends up as a min value.
      it gets complicated when your dealing with f(x,y,z) where instead of two end-points you have and and infinite number of end points on some curve to evaluate.

  • @SSSJ0014
    @SSSJ0014 8 ปีที่แล้ว +1

    Good job homie

  • @ManojKumar-rm6io
    @ManojKumar-rm6io 3 ปีที่แล้ว

    Can someone share solution to this:
    f(x,y) = (a*x^2 + b*y^2)/((a*x^2 + b*y^2)^.5)
    Constraint: x^2 + y^2 = 1

  • @harendrasingh_22
    @harendrasingh_22 7 ปีที่แล้ว

    Awesome ! Thanks sir !

  • @teteh4390
    @teteh4390 7 ปีที่แล้ว

    this was very helpful ! thanks a lot! OH BOY ! :D

  • @anenadecastro
    @anenadecastro 6 ปีที่แล้ว

    This was really helpful! Thank you!

  • @teacherm5603
    @teacherm5603 7 ปีที่แล้ว

    How do you apply this method to solve min x under the constraint x^3-y^2=0 ?

    • @carultch
      @carultch ปีที่แล้ว

      You wouldn't, since the function isn't differentiable at the minimum value. It has a cusp at its minimum of x=0, and doesn't work well with the principles of using differentiation to find extreme points.

  • @goniibrahim963
    @goniibrahim963 6 ปีที่แล้ว

    What is the value of lambda?

  • @merveillemikouenanandi1765
    @merveillemikouenanandi1765 6 ปีที่แล้ว

    Merveilleux

  • @fitrikarima4301
    @fitrikarima4301 7 ปีที่แล้ว

    its hard to decide the conditions

  • @rawat2241
    @rawat2241 8 ปีที่แล้ว

    thank you....very helpful :)

  • @davidperywinkle
    @davidperywinkle 9 ปีที่แล้ว +8

    why did you start y = 0 and lambda = 3, and not by y = 0 and lambda = 2 ? . How did you know the order among the variables?

    • @alvaro1121
      @alvaro1121 9 ปีที่แล้ว +2

      ***** If you say y=0, then lambda can be anything, because it will satisfy the eq. 4y = lambda*2y, so he wants to be able to say that either y AND another variable can be a certain value, or lambda AND another variable can be a certain value.

    • @richcohen5936
      @richcohen5936 9 ปีที่แล้ว +6

      ***** so in equ. 2, 4y = 2y*lambda. so y can either be 0 if not we can divide both sides by y which will give us lambda = 2. for 2 different conditions and only one can be true, hence either y = 0 or if y = a value then lambda = 2.
      same goes for the 3rd equation..and later it sums up to four different equations and each pair is exclusive condition to the other but not the second one.
      as the prior conditions were
      y=0 OR lambda=2
      z=0 OR lambda=3
      therefore we end up getting 3 different paired values..
      if
      1) y=0 and lambda = 3
      2) y=0 and z=0
      3) z=0 and lambda = 2
      and we utilize each paired values in separate condition to the sphere equation of x^2+y^2+z^2 = 1, evaluating the other unknown variables x,y or z. which gives us the points mentioned. using those points in each module we put replace them on the objective function f(x,y,z) = x^2+x+2y^2+3z^2 and get the maximum as 25/8 = 3.125 for (1/4,0,+/-sqrt(15)/4) and minimum = 0 as there is no negative value for (-1,0,0)

    • @harendrasingh_22
      @harendrasingh_22 7 ปีที่แล้ว

      sulbrain uno what?

    • @iteefmedia8483
      @iteefmedia8483 7 ปีที่แล้ว

      great question bruuh

  • @babylunabi
    @babylunabi 11 ปีที่แล้ว +1

    how did he deduce that lambda = 3 at 6:40?

    • @admaio
      @admaio 4 ปีที่แล้ว

      He did not deduce it. It is one of the four possible combinations that would satisfy the second and third equations involving the derivatives of utility and constraints.

  • @generalnango
    @generalnango 10 ปีที่แล้ว

    good stuff, thanks.

  • @derdepp94
    @derdepp94 11 ปีที่แล้ว

    I think you calculated wrong here. 6z = lambda*2z actually implicates
    z=z. So it doenst give give us any valuable information.

  • @DFkaren
    @DFkaren 4 ปีที่แล้ว

    Thank you!

  • @inverse_functor
    @inverse_functor 5 ปีที่แล้ว

    Thank you.

  • @donsides1776
    @donsides1776 4 ปีที่แล้ว

    For the average person, doing real world living, what is a practical use for any of this? What is this actually used for?

    • @BringJoyNow
      @BringJoyNow 4 ปีที่แล้ว

      Production and forniture combination buy in, for an industry

  • @NileshPatil-ny2tx
    @NileshPatil-ny2tx 12 ปีที่แล้ว

    thx...joel.......nice explanation.......:)

  • @fcdog555
    @fcdog555 13 ปีที่แล้ว

    @1966lavc I had no problem hearing-_-

  • @juanholguin8783
    @juanholguin8783 9 ปีที่แล้ว +5

    No illuminaty conspiracy theories or blaming jews for whatever reason!!! Sweeeet in 33 yrs old and im recently getting addicted to math problems when in highschool i was bad at it and hated Math. Is that normal or am i losing my mind?

    • @kscottvarga9606
      @kscottvarga9606 8 ปีที่แล้ว +1

      Are you saying you're an ex-conspiracy theorist that has come to maths and science because you started studying into all the claims you were believing from your conspiracy theory sources?
      I'm 27 and I started studying this shit 5 years ago do to studying chemistry and biology to fact check all my GMO conspiracies.

    • @kscottvarga9606
      @kscottvarga9606 8 ปีที่แล้ว

      ...and all the other conspiracies that are out there.

  • @KolahgarSam
    @KolahgarSam 12 ปีที่แล้ว

    Thanks buddy, very useful :)

  • @gamiastisgitonias
    @gamiastisgitonias 12 ปีที่แล้ว

    video wont load...

  • @1966lavc
    @1966lavc 13 ปีที่แล้ว

    when you lower your voice we can not hear anything.

  • @electricaljorden
    @electricaljorden 7 ปีที่แล้ว +4

    Like si piensas que los videos de los ingleses son mucho mejores explicando materia de universidad que los canales españoles o habla hispana.

  • @AwesomeJess2
    @AwesomeJess2 12 ปีที่แล้ว

    Thaaannkk yoouu

  • @yarixtech
    @yarixtech 12 ปีที่แล้ว

    thanks you very much

  • @jean-mariemudry5830
    @jean-mariemudry5830 5 ปีที่แล้ว

    Simple and great LANGRANDE demistify :)

  • @dinas5254
    @dinas5254 10 ปีที่แล้ว

    THANK YOUUUUU

  • @davideslava3526
    @davideslava3526 10 ปีที่แล้ว

    Thanks!

  • @MrSamsido
    @MrSamsido 10 ปีที่แล้ว

    Perfect!

  • @shrinivasrao1734
    @shrinivasrao1734 6 ปีที่แล้ว

    thanks mit sir

  • @SpaceOutlaww
    @SpaceOutlaww 12 ปีที่แล้ว

    Thumbs up if you did not pause the video at 0:41

  • @campbellavis2882
    @campbellavis2882 6 ปีที่แล้ว

    very clear thx

  • @thomasconfidence6966
    @thomasconfidence6966 5 ปีที่แล้ว

    Am I the only one who thinks he looks like James Aubrey in Bones