The Big Picture of Linear Algebra

  Рет қаралды 994,029

MIT OpenCourseWare

MIT OpenCourseWare

Күн бұрын

Пікірлер: 452
@ksbalaji1287
@ksbalaji1287 Жыл бұрын
Prof. Strang gave his final lecture before retirement yesterday. He has touched the lives of millions of students. Please watch his final lecture just to see the emotion filled comments of his students from countries across the world. Thank you, professor!
@maxlee6986
@maxlee6986 Жыл бұрын
China along has nearly 3 million views, he's a legend.
@solaokusanya955
@solaokusanya955 Жыл бұрын
May the universe keep and always bless prof strong, You see that part 5:20 when he rhetorically asked that question was as of he saw my soul... Only today , have I fully intuitive understood the whole idea of matric maths... I am an autodidact, polymath in the making that I am trying to switch to all tech and maths science as I see that this is the present and the future, and slowly I am getting all the "first principle" of things so I can be relevant in life.... Hopelly I get a scholarship to help my journey too... I keep learning...
@yael3326
@yael3326 5 жыл бұрын
when he emphasized "M-I-T blackboard" i felt that flex. my professors only use regular blackboards.
@eyelss5659
@eyelss5659 5 жыл бұрын
In my school, they use a whiteboard
@bngr_bngr
@bngr_bngr 5 жыл бұрын
Yael Manlangit my professor used an overhead projector.
@uzairakram899
@uzairakram899 5 жыл бұрын
I hate black boards
@gold4963
@gold4963 5 жыл бұрын
Uzair Akram Don’t be racist.
@studentcommenter5858
@studentcommenter5858 4 жыл бұрын
He wasn't trying to flex. He was just trying to explain concretely. This happens when you spend a lot of considerable time in "maths world"
@nicbouchard153
@nicbouchard153 7 жыл бұрын
When you didn't study for your final exam and you have 16 minutes left
@kaoutharasma6567
@kaoutharasma6567 6 жыл бұрын
x"D !! Damn
@harishussain764
@harishussain764 6 жыл бұрын
I feel your pain
@jennyispoop4
@jennyispoop4 5 жыл бұрын
Me right now haha
@gogatesudeep
@gogatesudeep 5 жыл бұрын
Sames XD
@clementchidozie4009
@clementchidozie4009 5 жыл бұрын
lol
@Peter_1986
@Peter_1986 Жыл бұрын
One thing that I really like about Gilbert Strang is that he has a very easy-going and friendly style. He doesn't feel like one of those intimidating super-serious professors, he feels like someone who genuinely enjoys having a chat with the students and showing cool things about his courses, in a way that also happens to work as actual course lectures.
@astrophysicalevidence
@astrophysicalevidence 4 жыл бұрын
Wow! I was using Strang's linear algebra book back in 1979 in college! Glad to see he's still going at it!
@JohnSmith-qp4bt
@JohnSmith-qp4bt 2 жыл бұрын
He’s on life support, though. You should have gone with Howard Anton
@absolutezero6190
@absolutezero6190 2 жыл бұрын
@@JohnSmith-qp4bt how do you know that?
@vibhugupta1082
@vibhugupta1082 2 жыл бұрын
Prof. Strang is one of the best if not the best professor when it comes to linear algebra. He makes you visualise all the stuff. Thanks for MIT open courseware for providing this damn good content for free.
@muttleycrew
@muttleycrew 2 жыл бұрын
Yes it is wonderful to have an ivy league professor as a personal lecturer for free, just remarkable.
@pkgamma
@pkgamma 5 жыл бұрын
this lecture was in the null space of my brain but now it's in the column space
@noonansean1979
@noonansean1979 8 жыл бұрын
Wish I had seen this when I was taking Linear Algebra. Wonderful short lecture.
@daylyskater
@daylyskater 8 жыл бұрын
best part at 04:40 "not very thick, is it? because it's just a line!" x'D
@roman51220
@roman51220 7 жыл бұрын
Wink, Wink
@zachcheu4403
@zachcheu4403 6 жыл бұрын
wink wink
@lambda494
@lambda494 5 жыл бұрын
Gil being Gil
@pkgamma
@pkgamma 5 жыл бұрын
you're just as thicc as the null space
@chotenque6877
@chotenque6877 6 жыл бұрын
This man will always hold a special place in my heart
@xiaozhengshang855
@xiaozhengshang855 6 жыл бұрын
this is whom I call a good teacher... brief, thorough and "BIG PICTURE" indeed
@RobertMJohnson
@RobertMJohnson 2 жыл бұрын
who
@lookupverazhou8599
@lookupverazhou8599 2 жыл бұрын
@@RobertMJohnson The guy in the video.
@小明早上好
@小明早上好 8 жыл бұрын
He is a wonderful gentleman and a great prof.
@mamadetaslimtorabally7363
@mamadetaslimtorabally7363 7 жыл бұрын
He is indeed. An amazing professor. He is intelligent, mathematically conceptual and didactic.
@IanRichardArko
@IanRichardArko 7 жыл бұрын
Maybe the people at MIT should invent a blackboard that can fit an infinite plane?
@atimholt
@atimholt 5 жыл бұрын
You could fit more branching ideas if you use the hyperbolic plane. If you can map all the concepts to a tree graph, every branch could have more than enough angular space to expand upon the idea with. If you want to illustrate Euclidean principles (or just keep text legible), you can stick your figures into a circle that internally scales linearly in a Poincare disk embedding. Or you could also stick more Poincare disks inside your linear circular regions for asides. Or use apeirogons for enumerating countable sets, etc.
@donfox1036
@donfox1036 5 жыл бұрын
Sure, they have. Not only that but the infinite plane can accommodate both blackboards with infinite space left over.
@jacob9673
@jacob9673 5 жыл бұрын
atimholt nah. Sounds like it would be inefficient to write on and even more difficult to create, to a smart person efficiency trumps conjecture and uniqueness.
@atimholt
@atimholt 5 жыл бұрын
@@jacob9673 Computers make any math thing easy. UI’s just been stuck in a rut since Xerox.
@chriskoperniak784
@chriskoperniak784 5 жыл бұрын
Wow you’re funnie
@ricciuccio
@ricciuccio 5 жыл бұрын
Here is one of the best lecturers in the world.
@ToniSkit
@ToniSkit 5 жыл бұрын
I love this Professor. He is amazing and I'm really grateful that he did this , and grateful that MIT hosts it. Thank you
@q44444q
@q44444q 5 жыл бұрын
Thank you Dr. Strang!!! You've helped me tremendously. I have never seen such a clear and concise explanation of linear algebra. Just a couple notes for anyone still confused: - column space is also known as range - null space is also known as kernel - the row space is sometimes called "null space perp(endicular)" - the SVD computes a basis for each of these four spaces - the row space is the set of all input vectors v for which Av =/= 0 - the left nullspace is the set of all vectors that A cannot produce in its output range - vectors in the row space in the domain "get sent" to the column space in the codomain - vectors in the null space in the domain get sent to the zero vector in the codomain - In this example, the domain=R^2 and the codomain=R^3. If you haven't learned these terms yet, go look them up. Matrices are linear functions, so they can be described using the language of functions, such as domain, codomain, range/image, preimage, injective/one-to-one, surjective/onto, etc. Note that here I use range to mean the same thing as image, so in my terminology the range/image is a subset of the codomain.
@3x3-x3x-oXo
@3x3-x3x-oXo 2 жыл бұрын
"- the row space is the set of all input vectors v for which Av =/= 0 - the left nullspace is the set of all vectors that A cannot produce in its output range" Plain wrong. The complement of a subspace is never a subspace because it never contains the zero vector.
@donfox1036
@donfox1036 5 жыл бұрын
This guy is too amazing. Just when you think he didn't know how to raise the first board, he does it.
@digitalconsciousness
@digitalconsciousness 2 жыл бұрын
He seems like he is very straightforward and to the point, which is great. Jumps right into it and doesn't waste time.
@Uncertaintycat
@Uncertaintycat 7 жыл бұрын
Best book I have on Linear Algebra is by Mr. Strang. Well worth the read!
@MarkusReinert
@MarkusReinert 8 жыл бұрын
Not quite what I expected from the title, but he is great! Watching the video(s) is very entertaining and informative. Thank you!
@Rayquesto
@Rayquesto 8 жыл бұрын
I love Gilbert Strang's commitment!
@ColeTroi
@ColeTroi 2 жыл бұрын
It’s not just a blackboard. It’s an MIT Blackboard.
@DelikatesyLafuente
@DelikatesyLafuente Ай бұрын
Wonderful ❤
@GeorgeZoto
@GeorgeZoto 2 жыл бұрын
Amazing professor and well explained content! "Oh just by beautifulness, general principles of elegance..." -Professor Strang talking about the left null space
@JustinGarfield1
@JustinGarfield1 2 жыл бұрын
I don't have any degree in math but I have been studying it for 2 years. I just bought a linear algebra book and I find this stuff so fun to do.
@Regular.Biceps
@Regular.Biceps 2 жыл бұрын
Which book is that? I'm also trying to study myself to have a shot at becoming data scientist
@strnbrg59
@strnbrg59 5 жыл бұрын
Must-see video for the rest of us, who were taught that linear algebra is about manipulating matrices.
@TonyTheTerrible
@TonyTheTerrible 2 жыл бұрын
havent done linear algebra in almost 7 years, this brought back a lot of the basics very fast
@Phi1618033
@Phi1618033 2 жыл бұрын
The way linear algebra is taught is absolutely baffling. If every course began with just this simple 15 minute overview, I'm sure it would spare a lot of students a year of hell.
@CapAnson12345
@CapAnson12345 2 жыл бұрын
Now I need someone to give me the big picture of the big picture so I can understand what he's talking about.
@lambda494
@lambda494 5 жыл бұрын
I have Gil's latest book ("Linear Algebra and Learning From Data"). It's just like listening to him talk.
@SebWilkes
@SebWilkes 5 жыл бұрын
His book on Linear Algebra is great fwiw
@mathewschau9361
@mathewschau9361 5 жыл бұрын
Is there a reason why the null space is perpendicular to the row space? 5:23 The explanation only proves that it is perpendicular but not why it would be in the first place.
@LisaCoffee-i4s
@LisaCoffee-i4s 2 жыл бұрын
Vector product
@georgesadler7830
@georgesadler7830 3 жыл бұрын
This lecture is a beautiful introduction to linear algebra.
@wadehe740
@wadehe740 6 жыл бұрын
When you go with a 1.5 OR 2 speed, dear Prof. Gil is quick and vigorous like a young man! It's the fascinating part of online learning.
@onetwo1817
@onetwo1817 5 жыл бұрын
!!!
@David-km2ie
@David-km2ie 5 жыл бұрын
Haha, you know how it works. Everyone can learn at its own pace. (Up to 2x speed ;))
@han5vk
@han5vk 5 жыл бұрын
@@David-km2ie Not necessarily just up to 2x speed :) I often watch videos at 3x or therabouts. Just a simple case of running [document.getElementsByTagName("video")[0].playbackRate = 3] in the browser console :)
@bngr_bngr
@bngr_bngr 5 жыл бұрын
Wade He old guys last longer.
@devvv4616
@devvv4616 4 жыл бұрын
@@han5vk you can just download an extension for that in chrome webstore
@kenpachizaraki4184
@kenpachizaraki4184 5 жыл бұрын
My class had a teacher with a thick accent, was very softspoken, and always blocked the board when writing down concepts while explaining them. I literally learned like less than 10% of the stuff he was teaching. If it wasn't for these lectures, I would have never made it through that class. I didn't even need to show up to class since the grade was 50% midterm and 50% final. I'm paying for an education that I'm not getting. I'm getting it from these videos.
@IMadeOfClay
@IMadeOfClay 9 ай бұрын
Professor Strang is amazing. The best. 5:20: The way he says "You wanna know why?" Like he was about to say something really naughty 😂
@yourface4248
@yourface4248 5 жыл бұрын
the null space, now available wherever vectors are sold.
@johntrolle8935
@johntrolle8935 2 жыл бұрын
I attended his linear algebra class in the early 00s before the OCW. Such a legendary professor.
@loct824
@loct824 8 жыл бұрын
from OCW 18.06, glad to see Professor Strang again.
@Jimmy-B-
@Jimmy-B- 2 жыл бұрын
When you been teaching this stuff all your life and up with an nervous eye twitch
@yinghaohu8784
@yinghaohu8784 5 жыл бұрын
Nice Tutorial. I read this in a Linear Algebra book, about 3 years ago. Fortunately I didnt forget them. Until I watch this Video, I understand the concepts and relationships between these spaces.
@luisluiscunha
@luisluiscunha 6 жыл бұрын
15:51. No: thank YOU, Sir!
@zachgrant7809
@zachgrant7809 7 жыл бұрын
It's kind of amazing that there are so many professors out there that don't succeed in explaining this to people, but someone that watched this video could take the information learned and explain it to a fellow student successfully in a short amount of time. I will admit it is possible that youtube videos such as these are doing no more than filling in gaps of professors, instead of informing the student 100 percent more than they were before they watched it.
@SpaghettiToaster
@SpaghettiToaster 7 жыл бұрын
Well, Strang's entire MIT linear algebra course is also online in the form of "videos such as these", so it's in fact informing the student 100% and not leaving any gaps!
@MrSimmies
@MrSimmies Жыл бұрын
Phenomenal lecture as usual from Professor Strang. Thank you sir for your contributions and enjoy your retirement!
@zenchiassassin283
@zenchiassassin283 4 жыл бұрын
Watching it nearly two years after the exam. Well at least it's nice to refresh these stuffs
@zacharyadler4071
@zacharyadler4071 4 жыл бұрын
The reason it is called the left null space is because it is typically obtained by analyzing vA = 0 which is essentially the same thing he did to calculate the left null space but he presented it differently with transpose of A
@MrSimmies
@MrSimmies Жыл бұрын
Thank you. Could you tell me why the null space MUST be perpendicular to the row and column spaces? Thanks!
@francislin9575
@francislin9575 4 жыл бұрын
Internet is amazing. I watched this man teaching linear from 2009 to 2016 to 2020.
@chensun2427
@chensun2427 6 жыл бұрын
i began to find Linear Algebra an interesting Subject after watching this open course!
@SxC97
@SxC97 2 жыл бұрын
Watching this video after taking Linear Algebra is like looking up lore videos after beating a game. Ohhhh, now I understand what I was doing...
@fastacelzapacescu5445
@fastacelzapacescu5445 2 жыл бұрын
Dear Sir, you could easily teach other teachers how to teach. There are a few like you, but not as many as we need. Dear MIT, Out of the ones on the internet, MIT has the most gifted teachers as teachers, before being experts in their areas. As far as I am concerned. So please continue to do what you are already doing.
@BackToBackSWE
@BackToBackSWE 5 жыл бұрын
Every youtube video on linear algebra I make a connection to something new.
@lordlem
@lordlem 2 жыл бұрын
Dearest Gil, It is beautiful and wonderful to watch you work. You are truly a gifted expositor in Mathematics. You bring richness to students of all ages. John M.
@JalenF
@JalenF 5 жыл бұрын
The math he did at 4:00 blew my mind
@Phillip.K.J
@Phillip.K.J Жыл бұрын
I love Gilbert Strang
@muttleycrew
@muttleycrew 2 жыл бұрын
I love how messy his board gets as he talks, each lecture is a demonstration of high entropy.
@derekrieger4699
@derekrieger4699 6 жыл бұрын
I feel special when he winks at me. ;)
@vishal9030
@vishal9030 5 жыл бұрын
😉😉😉
@InspektorDreyfus
@InspektorDreyfus 4 жыл бұрын
Don't feel special, he's just ironic. 😉
@MissionMan
@MissionMan 2 жыл бұрын
I took Abstract Algebra, and at least 2 other math courses that required Linear Algebra as prerequisites, without actually taking Linear Algebra. Watching this 15 minute video helped me realize what I missed. Thank you!
@mancinellismathlab7451
@mancinellismathlab7451 5 жыл бұрын
Excellent summary of those key topics in linear algebra. Also, thank you for the well written textbooks!
@teuzzxv4676
@teuzzxv4676 4 ай бұрын
simplesmente Dr. Strang melhor prof de algebra linear do planeta
@PhysicalMath
@PhysicalMath 2 жыл бұрын
I love how Professor Strang makes LA fit together into a comprehensive and comprehensible picture.
@adurgh
@adurgh 5 жыл бұрын
At 6:35 he says "zero combination of the rows" but that's incorrect. It's zero combination of the columns; isn't it? Additionally, what are m and n. I'm assuming the matrix A dimensions, but they were used without being defined!
@lozotau
@lozotau 5 жыл бұрын
Thank you, prof Gilbert Strang.
@alexandersavadelis8121
@alexandersavadelis8121 Жыл бұрын
This was amazing. Thank you for the clear and concise explanation!
@poohjh0515
@poohjh0515 5 жыл бұрын
This is an excellent explanation. I wish I had gone to MIT for the lecture and then entered into my alma...
@heginschristianstrong7707
@heginschristianstrong7707 2 жыл бұрын
I watched this and then realized ditch digging was in my future.
@epicdoik
@epicdoik Жыл бұрын
this legend got me my A+ for linear algebra bless him
@zhuyixue4979
@zhuyixue4979 6 жыл бұрын
Insightful: row space is perpendicular to null space, so is column space to left null space.
@gunhasirac
@gunhasirac 5 жыл бұрын
It seems legit to watch this video while learning Fredholm Alternative for compact operator. It always amazes me how mathematicians can go such far and I think there’s more generalized theory for normal operator.
@clapdrix72
@clapdrix72 5 жыл бұрын
"Only has 1 puny vector..." Love it
@PranavPandey
@PranavPandey 2 жыл бұрын
To the point explanation and I m also surprised with such recalling capacities of the things 🙏Thanks Sir!
@Fishofrank
@Fishofrank Жыл бұрын
dang right at 15:15 i could feel everything all coming together
@hermilomoreno6847
@hermilomoreno6847 3 жыл бұрын
Thankiu very mocht Teacher Gilbert Strang for your excelent explanecion about of the Sistem’s Linear ecuations for any dimensional’s Spaces.
@nandakumarcheiro
@nandakumarcheiro 2 жыл бұрын
Kindly raise the first board to give more descriptions for our better understanding of electrodynamic principle projections along perpendicular null space .
@kwokhoilam2451
@kwokhoilam2451 3 жыл бұрын
Good to get such short lectures to introduce such difficult topics to me
@royxss
@royxss 8 жыл бұрын
confusions untangled with simplicity. Thank you so much. You are a gift to humanity
@jposadalcs
@jposadalcs 7 жыл бұрын
Brilliant overview of at least half of intro to linear algebra (18.06).
@iamchrist1507
@iamchrist1507 2 жыл бұрын
A professor is not a teacher. A professor professes his knowledge. A teacher explains the knowledge so it can be mastered and applied.
@marilenapantziri3688
@marilenapantziri3688 5 жыл бұрын
Wish i was given the opportunity to be taught by him!
@nandakumarcheiro
@nandakumarcheiro 2 жыл бұрын
This directional changes from clockwise to anticlockwise with null space projections in a way represent an electrodynmics combinations as inspired by Professors explanation.
@changxiao2687
@changxiao2687 7 жыл бұрын
Thank you, prof Strang. Really hope to have you in our school to give a lecture on Linear Algebra.
@BlastinRope
@BlastinRope 2 жыл бұрын
When you didnt study for the final exam and you have a whole 'nother semester/quarter left
@yusif97abdin
@yusif97abdin 7 жыл бұрын
If it wasn't for attendance i would stay home and watch this instead of my classes.
@kevinzhang8396
@kevinzhang8396 7 жыл бұрын
It is actually what I am doing now X-)
@PakistanidramasN3D
@PakistanidramasN3D Жыл бұрын
This is a very important lecture.
@OrionConstellationHome
@OrionConstellationHome 4 жыл бұрын
Very important topic! Only Gilbert Strang’s book and course has it early in the course, that is the only way to teach it. Thank You! It is unfortunately missed in most of the other textbooks early in the course, where it should be, and showed randomly in different chapters, so students never get a complete picture. But in MIT OCW by Gilbert Strang it is done right at the right time in the right place! Right On Gilbert Strang! Respect! Thank You!
@spiralofinspiration3653
@spiralofinspiration3653 2 жыл бұрын
Genius explained and distilled into an easy to grasp video
@doubleyoubee11
@doubleyoubee11 7 жыл бұрын
Watch the TA video on Ax=0 to understand the perpendicular concept. kzbin.info/www/bejne/gqXXdmSsebulo5Im29s Very helpful diagram at 5:29. Before seeing that, I didn't really understand the concept of null space and plane.
@chuckstarwar7890
@chuckstarwar7890 4 жыл бұрын
Statistics and linear algebra are the most interesting topics. These two math classes can truly help you have more fun, logic, and money.
@DoctrinaMathVideos
@DoctrinaMathVideos Жыл бұрын
Having an in-depth knowledge of these two topics can prepare you for the study of Artificial Intelligence.
@fooger
@fooger 8 жыл бұрын
Prof Strang just rock..
@antonellomascarello4698
@antonellomascarello4698 7 ай бұрын
This lesson is a masterpiece 💜
@hanxia9862
@hanxia9862 6 жыл бұрын
I have an exam in 20 minutes and I'm watching this at 2x speed
@weiyuaixue
@weiyuaixue 2 жыл бұрын
Grateful for Professor Gilbert Strang.
@Jab_hutt
@Jab_hutt 5 жыл бұрын
Just watched it, mind wondered off at the end, but was just pleasant to look and hear. Thanks!:) Legend.
@hari8568
@hari8568 7 жыл бұрын
Officially mind blown with these patterns!!! How did I not observe any of those!! Need to improve observation skills
@safakozkan6698
@safakozkan6698 8 жыл бұрын
I want him to adopt me.
@pauldorman
@pauldorman 2 жыл бұрын
Excellent summary of a subject I've long been curious about. Not sure if Professor Gilbert is kidding or not though.
@raimundoneto1689
@raimundoneto1689 5 жыл бұрын
I learned more with this video than in years of linear algebra and linear models classes that I've had. BIG thank you!
@fahnub
@fahnub 2 жыл бұрын
here revising my linear algebra concepts
@taladiv3415
@taladiv3415 7 жыл бұрын
Thank you for clearing up the concepts that our lecturers messed up!
@sungchulryu544
@sungchulryu544 6 жыл бұрын
thank you for a clear vision on the big picture of linear algebra
@salbrinkman5126
@salbrinkman5126 5 жыл бұрын
I love it! Wonderful people like you make me want to study at MIT!
@omegapointsingularity6504
@omegapointsingularity6504 7 жыл бұрын
3:50 whats happening, "one of the third one of the second" and so on, how can you make a 3d vector like that.. how can you multiply a 3d vector to a 2d plane like that?
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