Linear Algebra - Matrix Transformations

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  • čas přidán 24. 08. 2015
  • Matrix multiplication and linear algebra explained with 3D animations.
  • Věda a technologie

Komentáře • 474

  • @EugeneKhutoryansky
    @EugeneKhutoryansky  Před 5 lety +14

    To see subtitles in other languages: Click on the gear symbol under the video, then click on "subtitles." Then select the language (You may need to scroll up and down to see all the languages available).
    --To change subtitle appearance: Scroll to the top of the language selection window and click "options." In the options window you can, for example, choose a different font color and background color, and set the "background opacity" to 100% to help make the subtitles more readable.
    --To turn the subtitles "on" or "off" altogether: Click the "CC" button under the video.
    --If you believe that the translation in the subtitles can be improved, please send me an email.

  • @Tiago211287
    @Tiago211287 Před 8 lety +205

    If I had these videos available since my childhood, I would never ever thought I am stupid with math. These explanations were exactly what I missed.

    • @Feynstein100
      @Feynstein100 Před 8 lety

      +Tiago Bruno Castro Seems like your English isn't that good either.

    • @Tiago211287
      @Tiago211287 Před 8 lety +2

      +Feynstein100 absolutely

    • @pendalink
      @pendalink Před 8 lety +11

      +Feynstein100 that can happen when Portuguese is your native tongue

    • @Feynstein100
      @Feynstein100 Před 8 lety

      +pendalink Where did you come from? And don't give me that nonsense. English isn't my native tongue either but my English is reasonably good.

    • @pendalink
      @pendalink Před 8 lety +22

      ***** You having good English doesn't mean you can assume anyone will have good English. If you're going to come out of nowhere to call a guy out on his English, then you can expect someone else coming in to call you out on your unjustified assumptions. Welcome to public commenting

  • @RangaNanayakkara
    @RangaNanayakkara Před 7 lety +88

    Man with people like you we can start by teaching calculus to primary students. Great Work !

  • @malm7arb
    @malm7arb Před 8 lety +114

    where was this channel when i was in school 😭 . i used to solve these equations without even understanding them , i just learn the rules and how to multiply them and went to the exams, but the visua representation makes it so easy to understand .
    I was taught to do it like this but i didn't know why should i do it like this, but now i know why

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +36

      +AL_ muharb, I am glad to hear that my visuals make it easy to understand. Although these videos were not available when you were in school, hopefully this will make life easier for the next generation of students. Thanks.

    • @fmartin59
      @fmartin59 Před 8 lety +9

      +Eugene Khutoryansky I had the same problem in my Algebra 2 class. My teacher just taught procedures; he didn't even bother explaining what we were doing. I'm glad you're here.

    • @ull893
      @ull893 Před 6 lety +6

      You are not alone. There are millions of students and even teachers and professors and engineers who had no idea why they were doing it the way they were doing ???!!! But you are the first one to honestly admit that fact. The only difference between you and them is that you are honest and frank about it. Good luck with your studies !!

    • @TheMIRO1962
      @TheMIRO1962 Před 6 lety +1

      The same case was with me.I was in fact good in solving this equations but had no idea what was it about. :)

    • @shipwreck9146
      @shipwreck9146 Před 5 lety +6

      Late comment: I'm a physics major, and I think a lot of people don't realize that literally all math can be visualized in some way.
      I'm in my third time taking linear algebra right now. First time I dropped it. Second time I realized why I was doing so bad; linear algebra is taught completely wrong, but by the time I realized that, it was too late and I failed it.
      This time around, I have a 98 in the class, everything makes sense now because I've had the time to teach it all to myself in a way that makes more sense.
      Anyone in the class can tell you a generic procedure, but almost none of the students can tell you about why they're doing what they're doing. It's just abstract math to them.
      This is why I think there needs to be 2 linear algebra classes. One specific for visual learners, the other specific for non-visual learners.

  • @napomokoetle
    @napomokoetle Před 8 lety +37

    You must be the best teacher I've ever encountered! You must be God sent... Thank you!

  • @starwarsjk99
    @starwarsjk99 Před 8 lety +85

    Your channel is 100 times better than Khan Academy! You actually explain Matrix transformations and one way they can be derived. Channels like Khan Academy spoon feed you information like multiply this number by that number and this number by that number. They don't tell you why you should do that.
    Your video on Linear Algebra demonstrates WHY we multiply matrices by vectors in a certain way. Before I saw this I thought Matrices were something weird we just made up that did not behave like normal mathematics. After watching this I realise that matrices are truly a part of mathematics and they are made to solve real mathematical problems, not made up as some weird form of arithmetic.
    If all of youtube was deleted and I could only choose to save one channel, yours would be the one I keep. Good JOB!

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +19

      +jk991234, thanks for that really great compliment. I am glad that you like my videos that much.

    • @mdmobashshir432
      @mdmobashshir432 Před 8 lety +3

      +jk991234 Khan academy made my life. It was the stepping stone, I don't have to be a stupid anymore to my classmates. These Eugene videos are awesome but they shed light on the same topic from different perspective.

    • @vinsavi
      @vinsavi Před 7 lety +16

      True but Khan academy was the beginning of the democratization of education.

    • @ravirajh6658
      @ravirajh6658 Před 6 lety +11

      khan academy does a good job on conceptually explaining things. It had never occurred to me as spoon-feeding

    • @michaelrosen4916
      @michaelrosen4916 Před 6 lety +5

      jk991234 Khan Academy actually has many videos on proofs and is good for people that actually want to learn something unlike other channels like vsauce.

  • @EugeneKhutoryansky
    @EugeneKhutoryansky  Před 8 lety +75

    I just created a Patreon account and added the link to my CZcams home page. Also, in case, you have not already seen them, I uploaded several other videos recently. As always, for each video that you like, you can help more people find it in their CZcams search engine by clicking the like button, and writing a comment. Lots more videos are coming very soon. Thanks.

    • @afederdk
      @afederdk Před 8 lety

      Yeah, please put it in video descriptions or I will forget to click.

    • @geoffreywekesa6206
      @geoffreywekesa6206 Před 8 lety +1

      Asante sana, Your graphics + explanations are Supa!

    • @anshulsharma5756
      @anshulsharma5756 Před 8 lety +4

      didn't understand the stretch and flip part. it was stretched only in z direction, while in x and x direction it was just flipped. explain please

    • @lumek4513
      @lumek4513 Před 8 lety

      what is there to understand? A transformation that stretches in z and flips y and z in certain way

    • @vinsavi
      @vinsavi Před 7 lety +1

      Anshul sometimes in this video even mult by 1 is called stretch. it is not . Only when 1 0 0 becomes 0 -1 0 then x flips to -y . But still this is a video in the right direction.

  • @ArpanD
    @ArpanD Před 4 lety +16

    What I love about this channel is its unique and diverse content. Like 3Blue1Brown focuses only on math, but in Professor Khutoryansky's channel you will get physics, math, philosophy, engineering etc.., all visualized in an epic manner. This channel is a revolution, it really is!

  • @EugeneKhutoryansky
    @EugeneKhutoryansky  Před 5 lety +7

    You can help translate this video by adding subtitles in other languages. To add a translation, click on the following link:
    czcams.com/users/timedtext_video?ref=share&v=IrggOvOSZr4
    You will then be able to add translations for all the subtitles. You will also be able to provide a translation for the title of the video. Please remember to hit the submit button for both the title and for the subtitles, as they are submitted separately.
    Details about adding translations is available at
    support.google.com/youtube/answer/6054623?hl=en
    Thanks.

  • @slavakotelnikov2440
    @slavakotelnikov2440 Před 8 lety +3

    Eugene, what a fabulous explanation. I have been struggling (with no luck) for about 2 months to understand how the transformation matrix is built, but then I saw your video and it all became crystal clear to me. Please continue with matrix algebra, you definitely have got the right talent to do teaching!

  • @mypoostank775
    @mypoostank775 Před 8 lety +4

    Your videos are so helpful! Why doesn't my teacher just show us your videos!! A confusing week's worth of class was simplified in this 20 minute video. The creator of this is a genius and should be recognized more! Thanks for these awesome videos!

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety

      +mypoostank, thanks for the compliment. I am glad that you like my videos.

  • @Alexandre152
    @Alexandre152 Před 5 lety +1

    My favorite teacher!!! You made me enjoy the Universe in a very unique way. Thank you!

  • @fortoday04
    @fortoday04 Před 7 lety +36

    Can you make a video about eigen values and vectors please? I need an in depth understanding.
    Maybe, matrix rank, vector spaces, etc.
    Linear algebra is really interesting!

  • @albertabd3206
    @albertabd3206 Před 2 lety +1

    Я влюблён в вашу великолепную графику. Продолжайте!

  • @bradleycollings8176
    @bradleycollings8176 Před 7 lety +3

    Such a fantastic resource as always! Thank you and may more people find your channel.

  • @Trackman2007
    @Trackman2007 Před 8 lety +1

    Fantastic explanation! Thank you! Finally i now understand the most fundamental thing - what stands behind the matrix concept.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +1

      +Trackman2007, thanks for the compliment, and I am glad that you found my video useful.

  • @orozcoapaza1660
    @orozcoapaza1660 Před 7 lety +1

    Amazing channel, I wanted to remember Linear Algebra but didn't find my books and ended up here :) , thanks for creating this kind of amazing content...

  • @kaikleinbard7544
    @kaikleinbard7544 Před 5 lety

    i love how the video takes it's time to show you the ideas! that helps me grasp it. Thanks!

  • @tarikbadi1837
    @tarikbadi1837 Před 6 lety +5

    This is the best video I have ever seen on youtube.

  • @SinanAkkoyun
    @SinanAkkoyun Před rokem

    For everybody struggling with why rotations are not linear but still are a linear transformation:
    You do not rotate a vector on a fundamental level. With a rotation matrix, you describe a non-linear function (sin/cos) OUTSIDE the transformation. The actual _linear_ transformation is linear. You compute the amount of linear cominations required for something that acts like a rotation in advance, the act itself _is still linear_
    What I am saying is, that when you apply a rotation matrix (e.g. 30° around x axis) to a vector, it snaps the vector to the 30° position. IT DOES NOT ROTATE inbetween when only applying one 30° rotation matrix once!
    A vector can make any sorts of non-linear movements, but these are just non-linear because you compute the matrix for each step outside with non-linear inputs
    (This is just a complementary explanation, the video is right in every way and is awesome!)

  • @winterclimber7520
    @winterclimber7520 Před 7 lety +3

    Amazing. Truly amazing. Thank you for making this.

  • @benjaminasmad9806
    @benjaminasmad9806 Před 4 lety +9

    Great!! During my college days, I had a hard time of understanding the concepts of matrices and vector space, now, you make it simpler and understandable! Thank you so much!

  • @metcas
    @metcas Před 8 lety +4

    To be quite honest, I was initially taken aback when I stumbled upon your channel and its content. It was a little strange at first (the animation, primarily,) but I've come to really, really enjoy your videos. Thank you very much for the extra clarification on many subjects. It really helps fill in the blanks for me. It is in such straight forward manner as well. Bravo.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +1

      +Metcaslix, I am glad to hear that you enjoy my videos and that they help clarify the subjects. Thanks.

  • @Mysoi123
    @Mysoi123 Před 2 lety

    Eugene, you're my best math teacher since I got expelled from school!
    Thank you for all the good content you have made!

  • @JimmyDeLock
    @JimmyDeLock Před 6 lety

    Thanks for your help again Eugene!

  • @raedsheyyab915
    @raedsheyyab915 Před 8 lety +6

    fantastic , you can use similar ideas to representing the operators of rotation and transition in quantum mechanics

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +5

      +raed sheyyab Thanks. Glad you liked the video. I plan on going into more detail on Quantum Mechanics in future videos.

  • @joshevans4322
    @joshevans4322 Před 8 lety +2

    These videos are great! Very well done and the explanations are clear and easy to understand. Thanks. I hope you continue to make many more.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety

      +Josh Evans, thanks for the compliment. Many more videos are on their way.

  • @mostafahaggag9876
    @mostafahaggag9876 Před 8 lety +8

    Eugene i am obsessed with your videos, since that video about theory of relativity and i'm just ridiculously following every video you upload. can't wait to view your upcoming stuff. Thank you, you really helped me and grew my mind really thank you.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +5

      +jack hardy, I am glad to hear that you like my videos that much, and that you have found them helpful. Lots more videos are on their way.

  • @__rikaisuru
    @__rikaisuru Před 3 lety +1

    I love these videos. A 3D visual representation is so much more intuitive.

  • @ericosmostech4903
    @ericosmostech4903 Před 4 lety +2

    Everytime I watch these videos, my jaw drops with Wonder & Enthusiasm... Incredibly amazing this channel is! ♥

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 4 lety +2

      Thanks. I am glad you like my videos.

    • @ericosmostech4903
      @ericosmostech4903 Před 4 lety

      @@EugeneKhutoryansky I wish If I could see who are you guys making this incredibly valuable videos! & extensive research on every topics! I wish if I could participate however but I will do pray that this journey never ends with you!

  • @kuhataparunks
    @kuhataparunks Před 5 lety

    This is done with astounding elegance and beauty. This channel is one of the few creations in existence which “perfect” accurately describes without any exaggeration or hyperbole.

  • @VaughanRussell
    @VaughanRussell Před 8 lety +5

    Please do a video on string theory. I love your videos!

  • @yonghengwang3603
    @yonghengwang3603 Před 2 lety +1

    This is beautiful! I watched many videos. This is the one I am missing! Thank you very much for your effort to explain it!

  • @quantaali543
    @quantaali543 Před 6 lety +1

    Amazing explanation..... even better than 3blue1brown....these 2 channels are the best channels for understanding the hidden philosophy behind any concept......

  • @harikrishnanchandramohan4209

    Really amazing explanation. Never believed I would understand the crux of these concepts. Please do videos on Computational Fluid Dynamics.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety

      Thanks for the compliment. I'll add Computational Fluid Dynamics to my list of topics for future videos.

  • @mak741
    @mak741 Před 7 lety +1

    An enormous thank you for all these lucid illustrations of abstract concepts. Could you make a video on Laplace and Z transforms too?

  • @Haroldolino
    @Haroldolino Před 3 lety +1

    It's really a worthwhile video! Helped a lot! Thanks for sharing 🙏

  • @vkila8788
    @vkila8788 Před 8 lety +1

    Best ever matrix video....understood really well. Thank you so much and keep making your amazing videos

  • @pallavi_chandaka9480
    @pallavi_chandaka9480 Před 2 lety +1

    Words can't describe how grateful I'm ...
    Your videos had taken me to see mathematics in a different perspective...
    Thank youuu sooo muchhh Eugene,🌸

  • @jamirahamaahmed5197
    @jamirahamaahmed5197 Před 8 lety

    BEAUTIFUL!

  • @markostojiljkovic7100
    @markostojiljkovic7100 Před 8 lety +1

    Everything is easier with visual representations!!! Great video.

  • @eliaswrwf5826
    @eliaswrwf5826 Před 7 lety

    I never would've thought linear algebra would be that easy, too bad i'm going to accountancy after bachillery but I guess your videos are so good and clear that they make everyone want to go to engineering.

  • @adhavankadhiravan4132
    @adhavankadhiravan4132 Před 4 lety

    OMG!!! For such a long time I didn't understand what matrix transformations are. Now I do. Thank you so much Eugene.

  • @mataiasagm
    @mataiasagm Před 8 lety

    great video, and Videos, loved the Animations

  • @dhavaldeshmukh3653
    @dhavaldeshmukh3653 Před 5 lety

    Its the greatest channel that has everything. Physics , electronics ,maths

  • @hisxmark
    @hisxmark Před 7 lety

    This is much better than a lecturer with chalk and blackboard. Had my math teachers been able to take this approach, I might not have dropped out of high school.

  • @JordanEdmundsEECS
    @JordanEdmundsEECS Před 8 lety

    As is typical of your videos, this one was excellent. Thank you.

  • @NaeemKhan-px8mc
    @NaeemKhan-px8mc Před 6 lety +1

    Simply amazing as it should be,this channel makes maths so beautiful ❤

  • @suleshangodoyin
    @suleshangodoyin Před 7 lety +1

    With many thanks for introduction of Matrix, as a branch of Mathematics!
    It's me,
    Sule Shangodoyin.

  • @ayushshah4649
    @ayushshah4649 Před 7 lety +15

    this is what i missed during my engineering....

  • @lorenzoemanueletomasello215

    Excellent video!

  • @Cosmalano
    @Cosmalano Před 8 lety +22

    Awesome video. Do you plan to make a video about tensors in the future?

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +17

      +electrocat1, thanks for the compliment. Yes, tensors are on my list of videos that I would eventually like to make. Thanks.

    • @Cosmalano
      @Cosmalano Před 8 lety +1

      Eugene Khutoryansky great, I will be waiting!

    • @guitarheroprince123
      @guitarheroprince123 Před 8 lety +1

      +Eugene Khutoryansky yay I want them for gr!

    • @rickandelon9374
      @rickandelon9374 Před 7 lety

      Please make them Eugene i will recommend your channel to all my class we are really having trouble with tensors i have already suggested them this channel but they say that they want tensors please upload it within july we are having test i would be really grateful to you although I don't have money to support you on patreon i know my friends are obviously going to support you. Thx!!!!!!!

    • @ishworshrestha3559
      @ishworshrestha3559 Před 4 lety

      Ok

  • @mansursgmn
    @mansursgmn Před 8 lety +3

    Thank you for help me understanding this things for real. I think this kind of videos are the future of education and you are really good at it. Your videos will help me a lot in the exam this year in Turkey.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +1

      +Mansur Segmen, thanks for that really great compliment, and I hope you do well on your exam. Thanks.

  • @kyoung1686
    @kyoung1686 Před 6 lety

    Awesome. Thank you!

  • @azapent
    @azapent Před 7 lety

    one of the best and most useful channel i found in youtube thank you!

  • @ElanaSl
    @ElanaSl Před 6 lety

    wow! thank you! its so clear! and I like the study music in the background!

  • @davishilone1922
    @davishilone1922 Před 7 lety +1

    You are a God sent blessing to students! I thank you from the bottom of my heart.

  • @zeeshanrahman481
    @zeeshanrahman481 Před 4 lety

    man you need get biggest award in education the way you explained is exceptional never in my life i had seen such unique and crystal clear way of teaching

  • @astropike
    @astropike Před 4 lety +2

    More videos about linear algebra, please. It's so hard to understand it without good examples

  • @1DR31N
    @1DR31N Před 4 lety +1

    How beautiful videos, this is an art masterpiece. When I was a student I had to imagine all of this mathematical representations in my mind. You made it real. Adrian

  • @a.p.ketchum8033
    @a.p.ketchum8033 Před 7 lety

    Thanks so much for this!

  • @sousahugo1000
    @sousahugo1000 Před 8 lety +1

    Great job.

  • @Masardirasa
    @Masardirasa Před 5 lety

    Nice video . Keep going on this road we love u

  • @bruno_sjc_
    @bruno_sjc_ Před 7 lety

    you rock!
    You have a big fan down here!
    Keep rocking!

  • @noem1977
    @noem1977 Před 8 lety +1

    you are legend sir. please keep going.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety

      +noem1977, thanks for the complicment. Lots more videos are on their way.

  • @curtpiazza1688
    @curtpiazza1688 Před rokem

    Excellent presentation! Thanx!

  • @ling6701
    @ling6701 Před 7 lety

    It was enlightning for me, thanks.

  • @sweethome3938
    @sweethome3938 Před 8 lety

    Very Helpful! Thank you! :)

  • @twlson49
    @twlson49 Před 4 lety

    wow... what a badass video... excellent eye opener

  • @peterrenhult3822
    @peterrenhult3822 Před 7 lety

    Exelent Voice.. Exelent Work .. Exelent exlained ... !

  • @anandsinha9692
    @anandsinha9692 Před 4 lety

    This is correct way of teaching. Best teacher in the world.

  • @amodsardesai9027
    @amodsardesai9027 Před 2 lety

    Superb.. I am a teacher and often face doubts on this from students.. Thank you Mr. Khutoryansky for making the less accessible concepts so clear :)

  • @siqbal988
    @siqbal988 Před 4 lety +1

    Educational videos is a great work, plz more

  • @nash-aliyyi6948
    @nash-aliyyi6948 Před 7 lety

    It's Excellent to visualize

  • @rgl8109
    @rgl8109 Před 7 lety

    Eugen your videos are amazing!!

  • @LonglongGuitar
    @LonglongGuitar Před 6 lety

    OMG, your videos are so informative, amazing!!!!!!!!!!

  • @kamalkamal0123
    @kamalkamal0123 Před 5 lety

    Thanks alot.. this is amazing..

  • @DlcEnergy
    @DlcEnergy Před 6 lety

    4:56 to 5:24 this was the eureka moment for me. hands on my face in joy at how simple it is to understand matrices now. and yes, i watched the whole video. 17:33 the final example just to show a regular vector being transformed with the vector translations of the matrix. now all that built in opengl glRotatef(degrees, x, y, z); glScalef(x,y,z); makes sense.
    they use a 4x4 matrix so they can add a final column with an x,y,z to translate the output vector.
    so i'd guess you'd only need a 4x3 matrix. but they'd prefer using perfect square.

  • @dan1608
    @dan1608 Před 8 lety +1

    thanks for make the videos ! are amazing!

  • @jatinsachdeva2342
    @jatinsachdeva2342 Před 7 lety

    This video is just awesome .....Must watch it guys...

  • @NeuralEngin33r
    @NeuralEngin33r Před 8 lety +2

    Please do a video on eigenvectors and eigenvalues. Great set of videos--thank you.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety +1

      +NeuralEngin33r, eigenvectors and eigenvalues are on my list of topics for future videos. Thanks.

  • @mindovermath2042
    @mindovermath2042 Před 4 lety

    I found you through the suggested videos. Your videos are vey informative! I just made a CZcams Channel due to your inspiration. Keep up the Videos! Just Subbed!

  • @kirpal7709
    @kirpal7709 Před 5 lety

    Excellent work

  • @H0peAnL0ve
    @H0peAnL0ve Před 5 lety

    You have the Best lessons on the web

  • @diegomartinez2414
    @diegomartinez2414 Před 8 lety

    Love your videos 😄

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 8 lety

      +Diego Martinez, Thanks. I am glad to hear that you love my videos.

  • @bharathreddygudibandi492
    @bharathreddygudibandi492 Před 8 lety +1

    simply............. it is superb explanation!!!!!!!!

  • @Enigma4you405
    @Enigma4you405 Před 5 lety +1

    Excellent video for visual learners and a refresher on matrices! Please continue making all sorts of math related videos.
    Also can you please add in your description any music you use? I find it very soothing.

    • @EugeneKhutoryansky
      @EugeneKhutoryansky  Před 5 lety +1

      Thanks for the compliment. All the music in this video is from the free CZcams audio library, and the names of the songs are the following.
      Wigs
      Clouds
      Horses_to_Water
      Mast
      C_Major_Prelude

  • @moroccanrapnightcore716

    its just soooo beautiful

  • @user-mj3nc6ih9w
    @user-mj3nc6ih9w Před 8 lety

    THANKS, IT'S REALLY GOOD

  • @omsingharjit
    @omsingharjit Před 6 lety

    i have no words for thanking you , best experimental Explanation thnksu :) :)

  • @ilyakos8178
    @ilyakos8178 Před 6 lety +1

    best of the best

  • @gees7639
    @gees7639 Před 6 lety

    Super video!

  • @hansenw9366
    @hansenw9366 Před rokem

    I really like this video,thank you.

  • @JamesManjackalMSFS
    @JamesManjackalMSFS Před 6 lety

    Maybe you would mention a property of linear transformations which is alineated points are conservated after a linear transformation. I know that talking about "points" is to deal with afin spaces but is very easy to associate a vectorial space to an afin space. You could show a video with an object changing...you don't know the equations of the transformation, but you can say it is a linear transformation if you see that the alineation of points are preserved! this is why these transformations are call "linear"... just because they preserve lines! Congratulations for your work!

  • @dipankarbanerjee1130
    @dipankarbanerjee1130 Před rokem

    Actually what I was thriving for.... Thanks ma'am / sir ...

  • @bharathreddygudibandi492

    very very thankful to you for your reply

  • @bartkwezelstaart9306
    @bartkwezelstaart9306 Před 8 lety

    Great introduction to matrix transformaions

  • @Avionics1958
    @Avionics1958 Před 8 lety

    amazing video

  • @karllaurenzg.diamante1701

    This video is a godsend.

  • @abdalrzakfares8264
    @abdalrzakfares8264 Před 6 lety

    your channel has very useful videos .....thanks a lot