Linear transformations and matrices | Chapter 3, Essence of linear algebra

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  • Опубліковано 29 гру 2024

КОМЕНТАРІ • 4,3 тис.

  • @GeorgiTsvetkovsHangingBelly
    @GeorgiTsvetkovsHangingBelly 5 років тому +6160

    All of 3Blue1Brown videos should be stored in case of a global apocalypse

  • @gabrielmantegna9371
    @gabrielmantegna9371 2 роки тому +82

    I literally had to pause the video so my jaw could hang open, when I learned that a matrix is just a representation of a linear transformation.

  • @meaninglessjunk9594
    @meaninglessjunk9594 5 років тому +4419

    3blue1brown is at the forefront of a revolution that he started. he’s innovating a new way to teach math with exceptional visual representations. so talented with the animations and so skilled at explaining. not all professors/teachers can perform what 3blue1brown can, but i think that’s where education is headed. absolutely exemplary job.

    • @ShomeAvi
      @ShomeAvi 5 років тому +10

      meaningless junk true man true..so true dammit..makes me wanna cry

    • @Boog1137
      @Boog1137 5 років тому +91

      @kirwi kirwinson While thats true you ignore the value of video over a still image. Youre not going to get as much out of something like 3D vectors from looking at pictures rather than something this well made.

    • @Boog1137
      @Boog1137 5 років тому +81

      @Vela S Youre not wrong but way to be a dick about it

    • @Canonall
      @Canonall 5 років тому +8

      @kirwi kirwinson true and I would add to that, that this is just a visual representation, it doesn't go into detail about axioms or proof, which is the most important thing. It's just a good supplement to visualize the concepts.

    • @lukedimitriades9835
      @lukedimitriades9835 5 років тому +50

      Vela S people like you are what ruin education. Understanding something conceptually is way more important than the math. If this is how that helps someone, then it’s what helps. Fuck off with negativity else where

  • @bioshazard
    @bioshazard 2 роки тому +2104

    I recently picked up a book far above my level and this series is EXACTLY what I needed to comprehend the first page. Thank you for all your amazing content.

    • @yogitshankar6348
      @yogitshankar6348 2 роки тому +71

      thank you for the donation! I can't do much on my behalf

    • @trinityy-7
      @trinityy-7 2 роки тому +36

      wait you can donate in comments?

    • @bioshazard
      @bioshazard 2 роки тому +21

      @@trinityy-7 iirc, there is a donate button below the video at least in desktop and your comment in the donation apparently goes into the video comments

    • @bioshazard
      @bioshazard 2 роки тому +18

      I see in mobile it's called "thanks" and has a dollar sign

    • @trinityy-7
      @trinityy-7 2 роки тому +11

      @@bioshazard yeah ive seen that for ages but had no idea what it did

  • @AnanyaMuddukrishna
    @AnanyaMuddukrishna 7 років тому +1775

    You made me cry again. These are tears that flow when some obstacle in the mind is removed forever. Thank you, great teacher.

    • @slayerq3
      @slayerq3 6 років тому +73

      If this made you cry, then that is weird.

    • @djlinux64
      @djlinux64 6 років тому +115

      slayerq3, this is because you do not understand what true suffering feels like. many around the world still live in total shit conditions and have to endure them while also attempting to study topics such as mathematics without great teachers. thus their struggle is compounded.

    • @mikeyking3670
      @mikeyking3670 6 років тому +80

      ABC123 it’s pretty racist that you just assumed he lived in awful conditions 😂

    • @kaustubha7371
      @kaustubha7371 6 років тому +42

      Especially for Indians where parents teachers and the whole society believes in rote learning. As a proud Indian it makes me cry too😅

    • @venceremosallende422
      @venceremosallende422 6 років тому +23

      The Beautyfulness of math brings me sometimes near to tears, especially when I see how maths get's pulled through the mud in school.
      I am so sorry for the many times I cursed this universal wonder because I was totally wrong connected with it due to school.
      Sorry me dear ♥️

  • @dabblingfrancis
    @dabblingfrancis Рік тому +172

    I've just finished the entire Essence of Linear Algebra series, a truly wonderful (re)introduction.

  • @deepjyotichakraborty8739
    @deepjyotichakraborty8739 Рік тому +647

    Your videos are a gift to humanity, Grant. Words do not suffice to express how brilliantly you have brought focus on intuition behind mathematics, away from notations and terminologies. It is not hard to see that it is this intuition that helps one to think from first principles regarding a concept and further, derive the formulas. Thank you many times over and wish that you keep making videos like these!

    • @3blue1brown
      @3blue1brown  Рік тому +152

      Thanks so much!

    • @Colonies_Dev
      @Colonies_Dev Рік тому +11

      @@3blue1brown hey, quick note..isnt this kinda the basis for gilbert strangs' lectures? the topic in video- since u said it was not commonly tought?

  • @Jleonpolanco
    @Jleonpolanco 2 роки тому +818

    I took Calc 1 - 4 and linear algebra on my way to an engineering & physics degree in college. I got what I'll call a "forced A" in all classes. I did not understand any of it, but I studied enough to apply the concepts in a test. Only when I studied physics did I understand enough of the math to apply it correctly to physics. After watching this video along with "The essence of calculus" series, I've realized that I didnt know anything.
    These videos are gems, thanks a lot!

    • @ronaldrussell2048
      @ronaldrussell2048 Рік тому

      I too finished graduate and undergraduate degrees from top ranked institutions with math through difEq. I obtained solid grades in physical chemistry including quantum mechanics and then graduate courses in biophysical chemistry. My thesis work was largely aided by the application of this rigorous coursework. But when I observe and pay careful attention to 3Blue1Brown presentations, I feel almost embarrassed at how little I really understood of the fundamental mathematical truths or facts. I'm taking online course for a greater understanding of deep learning and a little AI. As I review the math today with the help of gifted content developers and teachers as is 3Blue1Brown is here, everything is so much more meaningful, even strangely beautiful. I, too, have am so thankful.

    • @debrachambers1304
      @debrachambers1304 Рік тому +5

      You had a Calc 4? Did you mean to type 3?

    • @alextsvetkov3211
      @alextsvetkov3211 Рік тому +24

      @@debrachambers1304 diff eq likely

    • @joelquiles5339
      @joelquiles5339 Рік тому

      Exactly the same here! Enjoying these.

    • @Jleonpolanco
      @Jleonpolanco Рік тому +7

      @debrachambers1304 sorry you're right we didn't call it Calc 4 we called it diff eq.

  • @securedigit
    @securedigit 5 років тому +873

    My life has been linearly transformed by 'shear' joy of watching this video!

  • @brunoborgatti4880
    @brunoborgatti4880 5 років тому +7031

    3Blue1Brown: "you can make high schoolers memorize this..."
    .
    .
    me, studying for my master degree in engineering: **looks away in shame**

    • @AM-qx3bq
      @AM-qx3bq 5 років тому +567

      You're not the only one, brother. You're not the only one.

    • @zuen7762
      @zuen7762 5 років тому +133

      wait why are you learning about the basics of linear algebra when you're in your masters

    • @brunoborgatti4880
      @brunoborgatti4880 5 років тому +653

      @@zuen7762 cause my linear algebra professor during bachelor was super bad, i got the maximum grade at his exam but still had no idea what everything really ment geometrically ^-^"

    • @zuen7762
      @zuen7762 5 років тому +55

      @@brunoborgatti4880 Ah, explains, i was kinda curious because it doesn't seem like something you would do in a master's degree

    • @sz8670
      @sz8670 5 років тому +188

      @@brunoborgatti4880 Me too. I just got 100% on my linear algebra midterm, but I had no idea what the operations actually meant geometrically. Thus I went online, and I found this...wow

  • @KanjoosLahookvinhaakvinhookvin
    @KanjoosLahookvinhaakvinhookvin 4 роки тому +756

    3b1br has to be one of the only animators out there who can say "you've gotta admit, watching [my animation] is pretty beautiful" in the middle of it and have no one disagree or annoyed.

    • @brent2004
      @brent2004 2 роки тому +47

      This is because he is admiring the beauty of the linear transformation itself, as his animation is merely a graphical representation of said transformation

    • @mfShroom-z9x
      @mfShroom-z9x 2 роки тому +22

      And the crazy thing is that he programs them with python.

    • @DD_Quack
      @DD_Quack Рік тому +6

      Or we say "this is how animations are done, and how it should be used in the first place". It comes from math, now used to teach math, which is essentially, itself.

    • @abbasdehghan8709
      @abbasdehghan8709 Рік тому

      For all my teachers, f__k you b__; This is Math, not those shits you are teaching at school.

  • @takeiteasy8847
    @takeiteasy8847 2 роки тому +54

    After having already taken a basic course in linear algebra it finally all comes together. 1000 thanks your videos rock!

  • @tppiotrowski
    @tppiotrowski 7 років тому +826

    This video finally gave me the intuition to explain why multiplying a vector by the identity matrix produces the same vector. It is because the identity matrix is a linear transformation which does not move i-hat and j-hat from their original positions. Great!

    • @JiananLi
      @JiananLi 6 років тому +26

      Exactly what I was thinking!

    • @Warby579
      @Warby579 6 років тому +3

      Same!

    • @meaninglessjunk9594
      @meaninglessjunk9594 5 років тому +53

      mind=blown. thanks for this comment

    • @TanKSeang
      @TanKSeang 5 років тому +2

      yeah, thank you too!!

    • @shabir301
      @shabir301 5 років тому +1

      I also knew at that time when they thought what transformation is...

  • @alexsere3061
    @alexsere3061 8 років тому +5470

    whos the monster that taught me matrices but forgot to tell me about their origin and beauty

    • @alexsere3061
      @alexsere3061 8 років тому +429

      it all makes so much bloody sense now

    • @StephenMeansMe
      @StephenMeansMe 8 років тому +183

      Right? For some reason their existence is mentioned in, like, late middle school or early high school, and yet nobody actually does the cool stuff with them!

    • @98Amberke
      @98Amberke 8 років тому +109

      Well, in the UK, if you take Further Maths as one of your A-levels(High-school equivalent IIRC), you will do some matrix work in two modules, but nowhere near as well explained, or detailed as this is. He truly makes even the hard stuff look very intuitive.

    • @gorgolyt
      @gorgolyt 8 років тому +39

      You don't know who your own math teacher was?

    • @Kaiju3301
      @Kaiju3301 8 років тому +97

      Alex Sere I didn't even get that. They just taught is how to multiply them together and add them. I had no idea what a matrix actually was supposed to be.

  • @dexterlohnes
    @dexterlohnes 4 роки тому +205

    "It turns out you only need to record where the two basis vectors...each land and everything else will follow from that".
    I have struggled with linear algebra and linear transformations for years, despite being a game developer and someone who (before linear algebra) felt I had an aptitude for math. This one sentence was such a light bulb moment for me. Thank you so much for your videos. You are doing amazing, beautiful, and important work.

    • @joannwatu7603
      @joannwatu7603 2 роки тому +1

      I agree. It was a light bulb moment for me too!

    • @Imran52Feb
      @Imran52Feb 2 роки тому

      Fantastic video and the way of you explained. This was not easy to visualise. Hats off !

    • @Peter_Siri
      @Peter_Siri 2 роки тому +1

      I believe we all have an aptitude for math; the real barrier to further understanding is that we stop learning - that we stop seeing through a lens we are not attuned with and through several other things (the Matrix, for instance) that we wouldn't really discern w/o taking a hit even if someone explains them quite clearly to us.
      Linear transformations really opened my eyes to how a 3D environment is rendered on a 2D screen.

    • @Imran52Feb
      @Imran52Feb 2 роки тому +2

      I am also impressed by the presentation of 3D using 2D and landings of i and j unit vectors for explaining the transformation of vectors
      Hats off . I learning it at 70, after retirement, for pleasure of discovering new things.

  • @dark6.63E-34
    @dark6.63E-34 Рік тому +168

    It's a crime how they teach us linear algebra

  • @bubbles9443
    @bubbles9443 8 років тому +74

    I'm in 11th grade right now and people have been constantly telling me that linear algebra is just something you want to pass as quickly as possible since it's really hard, but from these videos it seems too beautiful and elegant to miss out. This is the kind of understanding people need from mathermatics in schools and universities. Keep it up fam!

    • @artemlyubchenko3022
      @artemlyubchenko3022 Рік тому +1

      Because nobody is teaching it the right way! So many people teach linear algebra as just tables of numbers that interact with each other in some ways and nobody really knows why they do that, not paying enough attention to or even just ignoring the real meaning behind these interactions. Linear transformations and matrices as transformations of the basis vectors in my opinion are absolutely crucial for understanding what linear algebra actually is, and I have no idea why almost nobody talks about it. I'm in a linear algebra class right now and the way they teach it does nothing to make students understand what they're actually doing, so now I'm recommending 3b1b to everyone there.

  • @andrewknapton7665
    @andrewknapton7665 4 роки тому +843

    Oh. My. Word. This was brilliant! I have a PhD in physics and I've never understood matrices. I've learnt how to manipulate them, but I've never understood how they relate to anything (which is a huge failing in my education, by the way!). In one fell swoop you've not only explained what the numbers in the matrix actually represent, but also why you multiply columns by rows in a way that actually makes sense!

    • @nurahmedomar
      @nurahmedomar 3 роки тому +39

      I feel you, I am a current Ph.D. student in Electrical Engineering, I know how to manipulate matrices but never understand the meaning of it. After watching this video, it makes so much sense.

    • @clementyau7192
      @clementyau7192 3 роки тому +20

      @@shshsh-s5o reminder that profs are worse versions of teachers. theyre there to research and we pray to god that they are decent enough at being able to explain their knowledge to other people

    • @pangipang1144
      @pangipang1144 2 роки тому +13

      I also have a Ph.D. I got an A+ in my undergrad linear algebra course, but I did everything mechanically. This gives me a whole new understanding of linear algebra.

    • @andrewknapton7665
      @andrewknapton7665 2 роки тому +8

      @@shshsh-s5o to give you more hope, I went back to university part time recently to get a masters for my job. Having had actual experience, I was more confident to ask questions when I wasn't sure of something. When I asked fellow students if they understood something and if they could explain it to me, they would often appear confident, but as I asked my questions, I revealed that I had probed deeper than their understanding could answer. The take-away lesson that I learnt; people sometimes appear more confident at a subject than you feel because they haven't understood it yet

    • @User-l3u6m
      @User-l3u6m 2 роки тому +1

      @@andrewknapton7665 hi, if you don't mind me asking, how much effort did you put into your PhD?

  • @Userjdanon
    @Userjdanon 8 років тому +320

    Do not stop making these videos. they are awesome! eventho you dont have lots of views yet.
    visualising math is just awesome!

    • @alexsere3061
      @alexsere3061 8 років тому +15

      true that, I now feel robbed of the beautiful math by my teacher

    • @paradoxicallyexcellent5138
      @paradoxicallyexcellent5138 8 років тому +7

      +Alex Sere interesting notion - robbed. I don't know your teacher(s) but my experience is that most, tragically, either don't know, or have forgotten, that this is how most people best learn. However, I soon found, when learning mathematics, that beautiful ideas are behind everything, and I quickly taught myself to find those visualizations myself. Practice! And if you are good at it, go into teaching!

    • @renesax6103
      @renesax6103 8 років тому +1

      you can contribute to his videos via patron. Google it. Join the cause! :)

    • @conphzhi
      @conphzhi 8 років тому +3

      over 100 k

    • @oliverberg5738
      @oliverberg5738 7 років тому +2

      he said earlier he uses basic Python plotting ^^

  • @kkh6174
    @kkh6174 2 роки тому +223

    I should've watched this when I was a sophomore. This 11-minute visualization is much more worthy than my last 6 years. Awesome.

    • @Jammoud
      @Jammoud Рік тому +1

      My exact same thoughts hahaha.

  • @luisalbertotorrescruz422
    @luisalbertotorrescruz422 5 років тому +2719

    Finally, I've seen the matrix.

    • @lowkeylyesmith8545
      @lowkeylyesmith8545 5 років тому +95

      Morpheus is proud.

    • @jerekabi8480
      @jerekabi8480 5 років тому +5

      me too

    • @jeffreynatividad1937
      @jeffreynatividad1937 5 років тому +49

      And you didn't have to take a pill either.

    • @DeViLTh0rn
      @DeViLTh0rn 4 роки тому +2

      @@lowkeylyesmith8545 LMAO

    • @MatteoBucci95
      @MatteoBucci95 4 роки тому +28

      You are joking but after this video I felt like a sense of euphoria that is difficult to describe :)

  • @BangMaster96
    @BangMaster96 5 років тому +838

    I always hated matrices, i thought it was the devil's concept of representing numbers in square blocks.
    But now, seeing as to how beautiful they are, i realized that it's not so bad after all, and i can actually understand all of this.
    We need some serious questioning about our current method of education and teaching kids about Mathematics and Sciences.
    I mean come on, all it takes is one good teacher to completely change your mind and concept about something,
    and most teachers i've had were all horrible.
    I believe the future of education should be the internet, where the passionate few who love to teach are making creative online visual explanations of complex topics, and millions of people all over the world can tune in at any time and learn at their own pace.

    • @kventinho
      @kventinho 4 роки тому +47

      I have been that kid. Currently doing a PhD in Genetics and watching this, having the lighbulb moment to myself, made me wonder where I could have been if I have been taught maths this way. I agree with you - the future of pedagogy has to incorporate these audiovisual medium that students can digest at their own pace. Thinking back, even IF my teacher was 3Blue1Brown in a classroom setting, my personal lack of concentration would still be a hindrance. In this video, I've paused, and rewound the material a few times, just because I lost concentration and needed to get myself on track. I will not be able to do this in a classroom setting, nor should my teacher do this (it's impractical, as a typical school classroom is usually >10 students).
      I am so glad to be living in this era where education and knowledge is literally at the tip of my hand.

    • @stephaniecurry45
      @stephaniecurry45 4 роки тому +5

      Quentin Aziz you might have adhd

    • @pascalladal8125
      @pascalladal8125 4 роки тому +21

      I relate to him and I do have ADHD. I've been self-taught for the past 10 years for this reason. School is basically the death of hyperactive minds if you ask me. I always had the feeling classes were grounding me everytime I was excited about anything I learned there. I guess it must also depends of where you come from though.
      Thanks to these kind of videos I got a job as a programmer without any degree. I learned finance, fiscality and accounting that way too and I'm close to be financialy free. If I was born 20 years earlier, I have no idea what I would have become without all this information easily accessible at my own pace (which strangely goes from turtle to cheetah in a matter of minutes and vice versa on realizations like: "I'm bored", "hmm that looks interesting!")
      Also, I"m quite certain that if those videos did exist when I was in school, I would never have dropped out of university in the first place. I would have replaced theoric classes with these videos. There is certainly questioning that needs to be done about the current method, no doubt about it. It made sense in the 1930s, not anymore.

    • @stephaniecurry45
      @stephaniecurry45 4 роки тому +3

      Pascal Ladal wow props to you. I can’t imagine getting a job like that without a degree nowadays. Really impressive

    • @stephaniecurry45
      @stephaniecurry45 4 роки тому +2

      Pascal Ladal and I agree that the current system definitely could use some questioning and potential revamping

  • @youceflabiad5700
    @youceflabiad5700 4 роки тому +694

    WTF, why would they teach me to multiply matices without telling me the point of it?? it just makes sense now and i instantly memorised it against my will, thank you

    • @eliya3424
      @eliya3424 3 роки тому +10

      IKR??!!!!

    • @abhishekrbhat8919
      @abhishekrbhat8919 3 роки тому +14

      We need to find the source which started teaching it wrong

    • @randycalifornia
      @randycalifornia 3 роки тому

      @@abhishekrbhat8919 bourbaki

    • @abhishekrbhat8919
      @abhishekrbhat8919 3 роки тому +2

      @@randycalifornia Are they the bad guys?

    • @randycalifornia
      @randycalifornia 3 роки тому +12

      @@abhishekrbhat8919 Yes Neo, if you want to see how deep is the rabbit hole then google "On teaching Mathematics" by V.I. Arnold muahahaha

  • @Arstotzka
    @Arstotzka 2 роки тому +133

    No quiero imaginarme cuanto tiempo me tomaria aprender algebra lineal de no ser por estos videos, gracias!

  • @wensi9131
    @wensi9131 7 років тому +516

    You deserve an Oscar Award for mathematics

    • @borekworek69
      @borekworek69 5 років тому +60

      And Nobel for animations
      Wait what

    • @exismys
      @exismys 5 років тому +1

      Wow

    • @1dan1609
      @1dan1609 5 років тому +4

      @@borekworek69 I see what you did there

  • @diahidvegi8536
    @diahidvegi8536 4 роки тому +2079

    I can already see next generation kids growing up learning math this way and then asking us, "Seriously, what made it so hard for you to get this, Mom??"

    • @dasav6724
      @dasav6724 4 роки тому +84

      That sounds amazing

    • @francescocostanzo8225
      @francescocostanzo8225 4 роки тому +3

      @Fluffybrute because math

    • @legacies9041
      @legacies9041 4 роки тому +40

      This is how it has been taught at MIT and UC Berkeley for eons

    • @hema5748
      @hema5748 4 роки тому +21

      I have a felling that we were so young to understand all of these and math was always a problem for all of us, instead of having these in 6th grade this should have been in 10th for our brain to understand and process I mean how could a 11 year old process all of these

    • @mayasudhakar9595
      @mayasudhakar9595 4 роки тому +2

      Absolutely..Its going to happen for sure😂

  • @RTGMN-p4c
    @RTGMN-p4c 5 років тому +218

    After decades from the video revolution, now we finally encountered the start of 'real' video education revolution.

  • @rau_nyx
    @rau_nyx 15 днів тому +2

    this is beautiful. mathematics has never been so simple to visualise. your work should be framed in museum. this is how education should be. free, beautiful and invoke not just curiosity, but also a desire to learn.

  • @lennertjansen4299
    @lennertjansen4299 5 років тому +371

    when Grant said "Then, you can make high-schoolers memorize it, and hide the most crucial part that makes it intuitive." i felt that

    • @lilsunflower9655
      @lilsunflower9655 5 років тому +10

      Lennert Jansen seriously!!!! This is the piece of the puzzle I was missing! Linear transformations are hard to conceptualize

    • @63ch31
      @63ch31 3 роки тому +9

      It's like every single math professor watched this video, but most of them didn't get the sarcasm

    • @dioptre
      @dioptre 3 роки тому

      finally i got to understand the fkin multiplication

  • @hibak8196
    @hibak8196 6 років тому +359

    7:42
    "Then, you can make high-schoolers memorize it, and hide the most crucial part that makes it intuitive!"
    Omg so accurate lol

    • @shybound7571
      @shybound7571 5 років тому +1

      mood
      goddammit ms green

    • @Diaboloxfan
      @Diaboloxfan 5 років тому

      @@shybound7571 Camden county college?

    • @shybound7571
      @shybound7571 5 років тому

      @@Diaboloxfan no i learned it in 11th grade

    • @ChetanBhasin
      @ChetanBhasin 5 років тому +6

      I had to pause and like the video when he said that.

    • @arunjanarthanan6380
      @arunjanarthanan6380 5 років тому +2

      a nail in the coffin for curriculum designers!

  • @mrdbourke
    @mrdbourke 6 років тому +161

    "All of these will become easier to understand once you begin to think about matrices as transformations of space."
    Everything just clicked.
    Thank you.

  • @devanshsingh8307
    @devanshsingh8307 Рік тому +7

    Thank you, thank you so much for keeping my love for maths alive and kicking!

  • @bitwitch
    @bitwitch 4 роки тому +111

    The idea that a matrix can be thought of as where the basis vectors end up after a transformation really demystified much of linear algebra that I had learned about but I failed to understand on an intuitive level. Thank you so much for this video.

  • @AlfredEssa
    @AlfredEssa 8 років тому +448

    Beautiful explanation. These video explanations are works of art.

  • @patrickwienhoft7987
    @patrickwienhoft7987 8 років тому +58

    If anyone sees this before learning about this in school (or whenjust learning it), be grateful and keep this in mind! Interpreting coloumns of a matrix as the transformed basis vector is something I wish I knew/realized much sooner! :)

    • @gnanay8555
      @gnanay8555 8 років тому +3

      Yep, they are really lucky indeed.

    • @pursuitsoflife.6119
      @pursuitsoflife.6119 6 років тому

      Just started matices lol, i wanted to look for some additional info on YT, glad this video popped up :D

  • @krishtundwal7794
    @krishtundwal7794 Рік тому +92

    i think a really really helpful thing in the future videos would be to add some practice questions for the people who really are learning from this playlist and not just watching it, i feel that the way to learn something like this is to get your hands dirty and make mistakes, and so a set of questions attached to each video would really boost the understanding and learning process. and i absolutely love this series, thank you so much!

    • @eliad6543
      @eliad6543 Рік тому +9

      This!

    • @peterlohnes1
      @peterlohnes1 Рік тому +9

      yes i noticed that too...a few examples and how they are transformed would be good

    • @kavitownsend9919
      @kavitownsend9919 Рік тому +10

      I think the issue with this is it takes away from what he is trying to get across which is a deep conceptual understanding of what is going on as opposed to learning the methods and techniques to solving specific rleated problems. I imagine the target audience for these videos are those studying this content already but haven't fully grasped why they are doing what they are doing.

  • @hullgatt
    @hullgatt 5 років тому +41

    7:40 hahaha, what a legend!
    Heads up! A message of appreciation.
    Sometimes people ask me how I can understand certain things so well. I then tell them that It's because I was taught well by 3Blue1Brown (in this case).
    No one will read this but...
    I adore teachers so much for their hard work that I have to secrete endorphins just to manage my feelings when thinking about them. Thank you!
    PS. Shout out to all workers for contributing to society while blessing me with the luxurious opportunity of going to school! Thanks to all of you!

  • @ruzreuben9755
    @ruzreuben9755 5 років тому +266

    *These videos are a MUST to really understand linear algebra.*
    *Blindly multiplying numbers just because that's the way matricies multiply is DUMB.*
    *Instead, this video made me understand that the defintion of multiplication can change.*
    *How is taking the transformation of two basic vectors(i and j) and finding the formula of every transformation MULTIPLICATION?*
    *Completley different defeniton.*

    • @blobybubble268
      @blobybubble268 5 років тому +20

      @Robert Raddison I'm sure Victorians thought the defecation bucket "worked" before the toilet was invented.
      Too many people settle with low standards. Think of where we'd be with better systems.

    • @Aikman94
      @Aikman94 5 років тому +1

      INDEED! What an awesome man and mathematician.

    • @lilsunflower9655
      @lilsunflower9655 5 років тому +4

      I am halfway through the semester, and I have been spending hours upon hours studying linear algebra out of my text book. Then I get my first test back and I failed (which has never happened to me in a math class ever)... After watching a few of his videos, I totally get why I failed the test, I couldn’t conceptualize what these numbers were telling me at all so I had such a limited understanding of them.
      I’m at university and my teacher has failed to ever present a graph in lecture. I don’t understand why, this is such an important part to understanding this shit...

    • @lukedimitriades9835
      @lukedimitriades9835 5 років тому +1

      DontMaskTruth we’ve gotten this far because people broke outside of the box and thought for themselves. This just teaches you to blindly follow what others have done.

    • @monny1815
      @monny1815 5 років тому +6

      DontMaskTruth You’re right to an extent, like obviously we got so far because some great minds could imagine this stuff without needing to see the transformation with their eyes, but students, who are not all geniuses, might not get the intuition behind it because not everybody just “gets it”. This tremendously helps with the abstractness of linear algebra, since it gives you a way to visualize the concepts in 2/3 dimensions and then applying that same intuition to higher dimensions, but I definitely don’t think this substitutes a rigorous education, which is something Grant said multiple times.

  • @independentvariablez7854
    @independentvariablez7854 4 роки тому +115

    You know as a incoming math major, he does a great job to get me more excited than I already am about my major...
    This is cool.

    • @Itasekidsteehee
      @Itasekidsteehee 4 роки тому +7

      How you feelin about it now that it’s exams??

    • @axeldiaz7960
      @axeldiaz7960 2 роки тому +13

      @@Itasekidsteehee he didn't make it

    • @64_bit80
      @64_bit80 2 роки тому

      @@axeldiaz7960 lmaooo

    • @koonsickgreen6272
      @koonsickgreen6272 3 місяці тому

      so how is math journey going dude after 4 years. going for masters and PhD? Or suddenly going for Masters in Mathematical Finance? CS+AI?

  • @lamersc
    @lamersc 6 місяців тому

    Thank you! I genuinely cannot understand how you explain these topics better than my university professors, and yet you work your magic-- seven years later, and you're still inspiring!

  • @TheProblembaer2
    @TheProblembaer2 2 роки тому +71

    When somone truly understands their subject they are really capable of explaining it in easy terms. For me, this is one of the signs of true academic mastery when you are able to explain things really understandable and to the point. Thank you 3Blue1Brown for making the lifes of many students so much easier.
    Additionally I want to add, this is the way I always whished to understand math, not as a applications of rules, but understanding why that rules exist. These videos do a tremendous job of really intuitively explaining those rules.

  • @thomasdemilio6164
    @thomasdemilio6164 10 місяців тому +6

    "Then, you can make high schoolers memorize this without showing them the crucial part that makes it feel intuitive"
    That's exactly what 99% of high school teachers do.. we're blessed to have discovered such golden content. Thank you.
    I really hope there'll be a huge revolution in the taching world, which will use pre-registered top tier lessons like this and integrate them in schools. Just looking at these graphs and animations would be huge... we don't even have a digital board in our classroom!!

  • @midhunrajr372
    @midhunrajr372 5 років тому +1073

    So the [ [1 0] [0 1]] matrix is called identity matrix because the unit vectors are not moved at all!
    WHAT WAS I DOING IN MY MATH CLASSES???

  • @brandonwang6338
    @brandonwang6338 2 роки тому +137

    When the alleged best math teacher in my school gets EASILY bested by a random talented dude online LOL. This channel is the best discovery on UA-cam I've made so far. Your explanations and visuals combined simply beats any textbooks out there. Keep up the great work my man!

    • @tomasnedzinskas7768
      @tomasnedzinskas7768 2 роки тому +22

      To be fair, the pool of math teachers at a given school never really match up with Grant Sanderson (and his small behind-the-scenes team) :D. I also love this content - it's one part of the unique access our generation (I'm assuming you're a teen like I am) has, for free, to learning from people that are simultaneously highly expert on their subject and brilliant at teaching. We live in kick-ass times.

    • @adityasanthosh702
      @adityasanthosh702 2 роки тому +29

      You are mistaken if you think he is a random dude online. He is from Stanford and has been doing these videos since years and has gained huge following all over the math community. He popularised the python visualisation package manim which he himself has coded

    • @huyxiun2085
      @huyxiun2085 Рік тому

      I am astonished but the level of stupidity this comment could reach, WITHOUT being deleted asap out of shame by its author, AND liked by 69 fools.
      Man, don't get me wrong, I'm glad you appreciate 3Blue1Brown channel and content. But keep that state of mind and you'll never grasp anything out of it, nor school, nor life itself.
      You just illustrated that you understand NOTHING about statistics... Fine, most people don't. However, you should realize how it lower the quality of your praise toward a math channel.
      It's high time you learn that every reaction is a couple. And within, the hierarchy is secondary in the quality of the reaction.
      Learning and understanding is not about a teacher who is good or bad. It's about how good, and adequate to each other, both the teacher and the student are.
      So that bested math teacher from your school... Trust me, they are doing a lot to adapt to you guys... if they every sound dumb, now you know who they get that from.
      Meanwhile did you ever try to adapt to them?

    • @tomasbeltran04050
      @tomasbeltran04050 Рік тому +2

      @@adityasanthosh702 I mean only to help by saying ðe following: it's "for years", not "since year". We use "for" wið periods of time and "since" for specific moments in time

    • @mridulagrawal2370
      @mridulagrawal2370 Рік тому +8

      That random dude online teaches "computational mathematics" at MIT, idk if the expertise level gets above that lol

  • @tannersmith448
    @tannersmith448 4 роки тому +345

    Does anyone hella appreciate the alliteration in "this is a good point to pause and ponder, because it's pretty important"? Or just me?

    • @brianweir112
      @brianweir112 3 роки тому +17

      poetic police 👮

    • @gauravluitel1344
      @gauravluitel1344 3 роки тому

      this pause and ponder is sticked into my head and after I see this comment. it was not only be .

    • @richardaversa7128
      @richardaversa7128 3 роки тому +2

      That might have to be my mantra for every moment of my life

    • @richardaversa7128
      @richardaversa7128 3 роки тому +1

      Ah shit, more alliteration

    • @AniketKumar-ts5gt
      @AniketKumar-ts5gt 3 роки тому +3

      I skimmed past it as i have been conditioned to accept maths without thinking twice. It was a few moments later i came back to that particular instance and i was bamboozled by the gravity of the explanation. It was like finally exiting out of the tunnel to see the full view of the beautiful scenery I was taught to ignore. Loved the moment matrix multiplication as a linear transformation finally unveiled to me.

  • @DorFuchs
    @DorFuchs 8 років тому +435

    Amazing videos!
    It took me so much time and afford to get to this intuition after only seeing the abstract definitions and I am also convinced, that it is better to start with intuitiv animations in R² to get a feel for it, before going abstract.
    Greetings from Germany! ;)

    • @zairaner1489
      @zairaner1489 8 років тому +4

      Wow I found Dorfuchs! I cannot imagine the quality of videos when you two would work together.

    • @simonn8312
      @simonn8312 5 років тому +1

      Dorfuchs geile Mathe Songs 🔥🔥😂

    • @davidhilbert8463
      @davidhilbert8463 5 років тому

      Hallo DorFuchs, ich bin ein Abonent.

    • @nikhilnagaria2672
      @nikhilnagaria2672 3 роки тому

      ayy look who's here !

  • @edsed9290
    @edsed9290 7 років тому +40

    That's what was missing from my math classes at school. I always remember myself as a hardcore visual learner that had a hard time visualizing symbols. I'm currently a CS student and these videos are a tremendous help. Keep it up :)

  • @marlenin
    @marlenin Рік тому

    the best series for linear algebra on youtube!

  • @Verrisin
    @Verrisin 7 років тому +169

    This is *SO* much better than what they taught me in uni....... T-T

    • @DarthZackTheFirstI
      @DarthZackTheFirstI 5 років тому +3

      yeah lol. in my first semester they showed us how to calculate and some math solving examples/tests. but never showed what it actually did. i mean for vectors i could figure it out myself but with matrices it wasnt so easy anymore, why that is. quite sad XD

  • @nin10dorox
    @nin10dorox 8 років тому +10

    You actually explained it! I've searched the internet for an explanation of how vectors and matrices work, and no one has done it but you!! I can't wait for the next video!

  • @jaym2112
    @jaym2112 5 років тому +40

    2 minutes of this video helped me understand something that a whole semester from Dr. Ukrainian-guy and about 3 hours of various YT videos could not. God bless you, sir!

  • @edwardwong654
    @edwardwong654 Рік тому +15

    Not being the sharpest shed in the tool, I like to watch these videos, take breaks and watch them again, to really appreciate the beauty of math and Grant's passionate ability to explain it.

  • @trollghostol
    @trollghostol 8 років тому +53

    This is legitimately an amazing video. Especially in the UK, we are just fed matrix transformations with little explanation or reasoning, they seem as abstract as can be, but this video really taught me where it comes from. Thanks a bunch.

    • @3blue1brown
      @3blue1brown  8 років тому +26

      I'm glad you liked it. For what it's worth, I don't think what you described is limited to the UK. It's part of the reason I wanted to make this series in the first place.

    • @yahyasaad9758
      @yahyasaad9758 8 років тому +5

      I can vouch for the US too

    • @Snuni93
      @Snuni93 8 років тому +3

      +3Blue1Brown Yup, student from a german university here can confirm the same issue. I am ACTUALLY happy (smiling right now) because I now understand what matrix multiplication even means. Why didn't I feel this excitement in my lectures.... well...

    • @gnanay8555
      @gnanay8555 8 років тому +1

      Same thing in french universities. Uni teachers all over the world probably need some pedagogical course ^^'

    • @hasaniqbal233
      @hasaniqbal233 6 років тому +1

      same here in canada

  • @anantchopra1663
    @anantchopra1663 4 роки тому +8

    This is the by-far THE BEST video available on the internet to understand matrices, and perhaps all of linear algebra. You're amazing, Grant! We all are so lucky to have you teach us all of this!!

  • @isnansunuyuntaro2974
    @isnansunuyuntaro2974 5 років тому +58

    7:41 "you could make high schoolers memorize this, without showing them the crucial part that makes it feel intuitive." Damn son

  • @jasoncotton9804
    @jasoncotton9804 2 роки тому

    This makes Linear Algebra beautiful.

  • @donaldmannikko5646
    @donaldmannikko5646 4 роки тому +9

    I've taken two formal linear algebra courses. The first spent all of the time teaching mechanics without any of the underlying insight, the second spent all of the time trying to instill mathematical formalism without any of the utility. I really appreciate this approach of explanation.

  • @PiIsRational
    @PiIsRational 5 років тому +85

    It is a shame that so much is taught in such a poor way. I was looking into what a matrix is, and almost all the results start with "a matrix is an array of number". They are confusing how we represent a matrix with what a matrix is. This video does a great job of explaining what a matrix is.

  • @Dademaker
    @Dademaker 7 років тому +32

    This is THE BEST mathematical instructional video I have ever had. It literally just clicked, beautiful.

  • @Antonio-lt1sp
    @Antonio-lt1sp Місяць тому

    This ain't much, I wish I could give more, but this is a token of my gratitude. God bless you!

  • @Abhinav-tk1bt
    @Abhinav-tk1bt 5 років тому +71

    the quote at the start is hilarious. Was NOT expecting "Morpheus"

  • @georgiavanfossen3109
    @georgiavanfossen3109 3 роки тому +11

    I keep coming back to this video. I watched it once in my linear algebra class, but over and over again in new classes I find this information makes everything else click. Reference frame transformations in orbital mechanics, stiffness matrices in FEM, this is where I go when I don't understand something! Thank you!

  • @Stilllife1999
    @Stilllife1999 8 років тому +311

    I love how you used a quote from morpheus

    • @Reydriel
      @Reydriel 8 років тому +27

      I know right, it's not even the same Matrix XD

    • @Peter_1986
      @Peter_1986 8 років тому +28

      +Reydriel
      Actually, the Matrix in the movie was most likely created with the help of matrices. =P

    • @Ragzzy-R
      @Ragzzy-R 6 років тому +2

      every movement we make in this 3D space is actually a linear transformation. The Matrix movie says THE MATRIX is like a simulation(like a video game) so both the matrix are deeply related. And even in our world, Video games uses matrix multiplications to rotate move players. so we are all may very well be in a Matrix ourselves

    • @k7jeb
      @k7jeb 5 років тому

      The quote is eerily appropriate, more so once this particular video is viewed in its entirety.

  • @JulienVannesson
    @JulienVannesson 2 роки тому

    This series changed my life. Even though I'm angry at my former teachers now.... ;-)

  • @robertlewis6543
    @robertlewis6543 2 роки тому +12

    Every time I watch this channel, I think about what my life might have been like had I had these videos in high school and college. Really helps abstract concepts come to life!

  • @shayboual1892
    @shayboual1892 4 роки тому +16

    I hate how maths is taught in schools with a focus on memorization instead of understanding. This type of teaching with showing the basic concepts that form the rules of mathematics i find much more useful as it garners a much greater understanding of the maths and makes it easier to remember since you only have to remember basic concepts (which make logical sense so its even easier to remember them) rather than seemingly random rules

  • @Euquila
    @Euquila 8 років тому +81

    I wish I had this 15 years ago when I was learning this for the first time

  • @ElliottWong2024
    @ElliottWong2024 5 місяців тому +1

    Thank you, Mr. Grant Sanderson. In my pre-university, I avoided matrices because I did not know what they were getting at; they all looked like some randomly chosen numbers arranged neatly into ordered lists in square boxes. I didn't know what those numbers meant. Eventually, I couldn't avoid them anymore when I entered my first semester of university. It's been a year since my first semester, and now everything is making sense because of you!!! You cannot comprehend my gratitude.

  • @4.0.4
    @4.0.4 8 років тому +24

    You're a fucking glorious person. This video is so god damn top notch, you're raising the bar not only for freely available content, but to worldwide education in general. You're directly responsible for the overall improvement in education for this and future generations, and all that comes from it. You're a role model and I couldn't thank you more. Plus I can only imagine the neat abstractions in the code behind those videos.

  • @BecozPro
    @BecozPro 4 роки тому +8

    I've gone from watching these as an undergrad to make it through linear algebra classes to watching these as a PhD student to help me plan linear algebra tutorials. Amazing stuff.

  • @jptuser
    @jptuser 7 років тому +89

    3b1b please consider a series on tensors

  • @TheStallion1319
    @TheStallion1319 5 місяців тому

    I have never seen a clearer, precise and to the point explanation that really tries to understand the underlying concept instead of just solving examples or stating the explanation as a series of factual statements without saying what really it is, we used to be taught this in a way like a Lego, I swear if the teacher or professors said any Un logical operation about the matrix people would have taken it as a fact because they don't understand what is it, thank you so much, and keep on going.

  • @Agreedtodisagree
    @Agreedtodisagree 6 років тому +88

    I never buy any merchandise from a UA-camr, but I'm seriously considering now.

  • @edwardseverinsen5598
    @edwardseverinsen5598 3 роки тому +42

    I really appreciate these videos. I've started programming a graphics rendering engine and everything as far as the GPU pipeline; vertex shading, fragment shading, vertex buffer objects and those aspects made sense. But as far as representing a 3D image on a 2D surface like a screen with linear algebra I was lost. But this is making much more sense, thanks man.

  • @JoaoOliveira-ci6bs
    @JoaoOliveira-ci6bs 4 роки тому +4

    I just want to say, these are the type of videos that so many college students, like myself, need, and many times we end up spending money on tutors or just stressing out. Thank you, so much, you have inspired me to do things like this, where you create a system that is so good and efficient and better in every way, that it makes the system that became before it look oh so over-complicated

  • @jax1831
    @jax1831 Рік тому +3

    I absolutely loved how smooth the transition from explaining transformations numerically to introducing matrices was. I didn't remember or hadn't ever realized that such concepts were so intuitive.

  • @ricciuccio
    @ricciuccio 4 роки тому +21

    This channel is priceless. It would be interesting to know which textbooks and materials you used in origin to come to have such a clear understanding of the topic. Thanks so much for the fantastic work.

  • @gnuPirate
    @gnuPirate 4 роки тому +6

    Just going through the play list, leaving repetitive thank yous for this AMAZING CHANNEL! I have to also say, I appreciate the dig in this video at rote learning procedures and stuff in a school setting at a factory-pace without actually understanding the underlying concept. I HATE this about school and classroom settings. I much prefer taking my time with materials like this (although there is nothing quite like this channel!) --- to actually understand. Your explanations and animations and presentations are outstanding. I really appreciate them. Thank you.

  • @kantinenparty
    @kantinenparty 4 роки тому +5

    My maths professor recommended your "Essence of linear algebra" series as a complement to this semesters lecture. Your way of explaining is so vivid and understandable! Thank you!

  • @abhijaybharathan4308
    @abhijaybharathan4308 2 роки тому +8

    Oh my god. This is the best video I've watched. This makes everything else fall into place like you said. Affine subspaces and all of the other concepts I just finished learning that build on linear transformations are all clear to me now. You just brought back my hunger for understanding every concept I come across that I had lost over a year ago. This is a goldmine for math intensive stem fields

  • @jacobkantor3886
    @jacobkantor3886 8 років тому +7

    Out of all the math channels on youtube, you are by far the best. Your videos are beautiful and remind me of why I love math.

  • @ianism1103
    @ianism1103 4 роки тому +13

    You teach linear algebra better in 10 minutes than my lecturer does in 3 hours. All he says is "So you do this... and this... and you do this..." It's kiling me

  • @StefaNoneD
    @StefaNoneD 4 роки тому +12

    I really appreciate your teaching videos! Your grasp of mathematics is very, very rare and that's why students are suffering in this topic.
    I learned this, but I had basically no idea what I was doing!
    Thank you, very much!!!

  • @rishabhrajmaiti8916
    @rishabhrajmaiti8916 2 роки тому

    Excellent series! I always tried to escape linear algebra since I felt the curriculum was based on rote memorization without any conceptual understanding of what matrices or other key expressions actually were. Thank you for giving me the opportunity to love math again!

  • @tanmoydutta5846
    @tanmoydutta5846 4 роки тому +6

    When Science and Maths are visualised, it just gives you a different level of satisfaction......Good Job.....

  • @adelfaidah3224
    @adelfaidah3224 5 років тому +92

    5:18 i literally paused for a min before he said "this is a good time to pause and ponder"

  • @rrnrafael
    @rrnrafael 5 років тому +99

    I tried to reproduce the 4:00 explanation on paper. On my iPad, I created the î, ˆj and ˆv. Then I copied and rotated the entire draw so that the ˆv was positioned somewhere else. By the time I tried to figure out mathematically the location of transformed ˆv through equation, the result and the position didn't match. Then I visually figured it out and realised that I made a mistake in the equation. In other words, I used the vector to see what I did wrong and resolved the equation. That was fucking awesome.

    • @Charlie-rh8od
      @Charlie-rh8od 3 роки тому +7

      This right here is how every child on earth should learn mathematics

    • @shalomcastelino4805
      @shalomcastelino4805 3 роки тому +2

      @@Charlie-rh8od Yes. I couldn't agree more with you

    • @parulgupta788
      @parulgupta788 3 роки тому +1

      Can you elaborate how did you reproduce the transformation? I'm trying to do the same but not getting it entirely.

    • @parulgupta788
      @parulgupta788 3 роки тому +2

      @@Charlie-rh8od so true

    • @sufiyanadam
      @sufiyanadam Рік тому

      My goodness, I felt that! That is exactly how we should learn.

  • @Songfugel
    @Songfugel 3 місяці тому

    Oh man, I've used and tutored on linear algebra regularly since the late 90s, but this is the clearest and most intuitive approach and visualization to these topics I have seen so far. Instantly added to my libraries
    Only watched these 3 chapters so far, but judging from the quality so far, it should stay amazing until the end. Thank you so much for making this amazing resource available to students of today.
    I wish we had anything like this when I was studying these for the first time around 1998, and I can honestly say, I understood nothing at all, just rote memorized stuff for tests. Only after studying for my first degree in CS engineering multiple years later, was I lucky enough to get a great teacher in Linear Algebra who used similar approach, did I finally understand what they were all about, and the massive amount of possibilities they opened up in engineering. That is what finally got me liking and interested in pursuing math more seriously

  • @burakcanik01
    @burakcanik01 4 роки тому +86

    If every "teacher" taught their subject like this, there would be Dyson spheres and whatnot everywhere right about now.

    • @pranavkondapalli9306
      @pranavkondapalli9306 3 роки тому +3

      while I get where you're going, and most likely would be wooshed, Humans do have the technological capabilities of a lot of things rn. There are a few precursors that need to be taken for building space infrastructure, a lot of the sci-fi things can be scientifically proven possible. The reason its not done is because its hard to get govt funding for space exploration. The only reason we landed on the moon was because of the space race, and the only reason we're going out into space (mostly) is to get a one-up on your adversary

    • @burakcanik01
      @burakcanik01 3 роки тому +7

      @@pranavkondapalli9306 Obviously you are right. I was exaggerrating but still, there would be a lot more people having success in STEM fields I think.

  • @minecraftmovieman1
    @minecraftmovieman1 2 роки тому +10

    bro im a first year engineering student so ive been getting into how vectors relate to ideas in physics (statics so far), and these videos seem to be helping me really understand whats going on when performing operaitons. This series and essence of calculus should be watched by anyone entering into the applied sciences.

    • @nerd2544
      @nerd2544 2 роки тому

      why lenin got that kazoo

  • @chinmayrath8494
    @chinmayrath8494 5 років тому +11

    OMG I'm final year CS undergrad and it's now that I came to know the actual meaning of matrix multiplication 😵. It was beautiful. I can't stress enough how thankful I'm to you

  • @alexchen1442
    @alexchen1442 7 місяців тому +1

    Thanks!

  • @kdspuh
    @kdspuh 2 роки тому +7

    This is by far and away the best explanation of a linear transformation I’ve ever seen.

  • @alvarogutierrez346
    @alvarogutierrez346 8 років тому +22

    Awesome way to teach what a Linear Transformation is. Very clear and graphic!
    Thank you so much!

  • @princeofrain1428
    @princeofrain1428 Рік тому +4

    I like this idea of matrices as transformations the way you describe it, with the transformation matrix being "where the basis vectors end up, post-transformation". It really solidifies WHY a linear transformation should be defined through matrix-vector multiplication, since whatever happens to the basis vectors must necessarily happen to the vector in question! Thanks 3b1b!

  • @ParthSharmakee
    @ParthSharmakee 7 місяців тому

    I am studying linear algebra for machine learning . This is my first video of this channel and I get it why everyone recomends this channel. Never imagined linear transformation this way . Now I get it . This guy is a genius. I wish he was my university professor

  • @computo2000
    @computo2000 4 роки тому +4

    6:04 And this is where 3Blue1Brown's series reveals its outstanding approach to linear algebra.

  • @ericmeans5598
    @ericmeans5598 8 років тому +220

    Can't wait to show this to my math teacher

    • @Thegamemakur
      @Thegamemakur 8 років тому +38

      Did he commit seppuku?

    • @alexsere3061
      @alexsere3061 8 років тому +87

      he's gonna tell you it's too intuative and you better just memorize it without thinking

    • @dangiscongrataway2365
      @dangiscongrataway2365 8 років тому +2

      What did he say?

    • @MikeAuerNixego
      @MikeAuerNixego 8 років тому +79

      Because without the laboriously constructed videos that we have courtesy of 3Blue1Brown it's all just a bunch of confusing hand-waving. That is why this man deserves a field medal in math teaching

    • @learningsuper6785
      @learningsuper6785 7 років тому +22

      I doubt high teachers have such good understanding of linear algebra.

  • @DRdoubleB
    @DRdoubleB 8 років тому +80

    These are great, you should do a video on how you make the videos.

    • @yashuppot3214
      @yashuppot3214 5 років тому +1

      he wrote his own python library

  • @ThreeEarRabbit
    @ThreeEarRabbit Рік тому

    This blew my mind, I audibly exclaimed "Holy poop" when I realised how linear transformations tie back to spans of basis vectors. You're a great teacher Grant, thank you!