Тёмный

Introducing the Inner Product - A Fundamental Concept in Linear Algebra 

MathTheBeautiful
Подписаться 91 тыс.
Просмотров 167 тыс.
50% 1

bit.ly/PavelPa...
lem.ma/LA - Linear Algebra on Lemma
bit.ly/ITCYTNew - Dr. Grinfeld's Tensor Calculus textbook
lem.ma/prep - Complete SAT Math Prep

Опубликовано:

 

1 окт 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии : 109   
@MathTheBeautiful
@MathTheBeautiful 4 года назад
Go to LEM.MA/LA for videos, exercises, and to ask us questions directly.
@wenweilin4794
@wenweilin4794 7 лет назад
The best linear algebra teacher on earth is back!!!!
@stearin1978
@stearin1978 7 лет назад
wenwei lin Don't discard the strength of Gilbert Strang!
@MathTheBeautiful
@MathTheBeautiful 7 лет назад
On the contrary, Gilbert Strang is my hero (and teacher) and mention to this whenever I have a chance!
@scitwi9164
@scitwi9164 7 лет назад
Gilbert Strang might be good at linear algebra, but he's not very good in teaching. You are much better in that. No stuttering, no chaotic jumping over different topics and different parts of the blackboard, everything is clear and in proper order :) All with good, visual, geometrical intuitions and clear explanations.
@TheRealJavahead
@TheRealJavahead 5 лет назад
@@MathTheBeautiful "But Grasshopper, someone must snatch the pebble," said Gilbert to Pavel. Agreed, Gilbert Strang is a legend. His OCW lectures were my introduction to linear algebra.
@grantkobe9
@grantkobe9 3 года назад
@@MathTheBeautiful Gilbert Strange is my No. 1 hero in algebra also . You are my No. 2 hero now ! Thanks for your teaching. Learn a lot from you.many thanks.:p
@theodoretourneux5662
@theodoretourneux5662 3 года назад
this lecture is more engaging than anything I've seen before, it really does make everything sound beautiful! Thank you for brightening my day and bringing a smile to my face!
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Thank you - deeply appreciated!
@damian.gamlath
@damian.gamlath 6 лет назад
This is what is missing from most textbooks and even YT videos - the reason why - the intuition behind the math and calculations.
@wuzark
@wuzark 5 лет назад
WOW, this lecture is really good. Thank you.
@jgarbs6468
@jgarbs6468 4 года назад
David Wallace is a pretty great teacher!
@MathTheBeautiful
@MathTheBeautiful 3 года назад
and accountant
@alexplastow9496
@alexplastow9496 Год назад
This guy lectures with all the conviction and zeal of a campaign speech, except it's math, which is fun and not ideologically poluted
@MathTheBeautiful
@MathTheBeautiful Год назад
^This guy makes really accurate comments
@Euquila
@Euquila 3 года назад
2:18 that lambda is more like a giraffe no?
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Yes, yes it is
@زينالعابدينماجد-خ1خ
I love how you teaching thanks for this amazing videos
@voidisyinyangvoidisyinyang885
"orthogonal projection" is two words - just sayin' haha
@rohamjarah7092
@rohamjarah7092 3 года назад
LinAlg day 1: Solve for x and y. LinAlg day 30: How long is turquoise?
@marciofernandes7091
@marciofernandes7091 6 лет назад
This teacher is something else. Thanks for posting this.
@hedgeclipper418
@hedgeclipper418 4 года назад
came here for a quick review of inner products and got this. I think I am happy with this outcome.
@gianlucacastro5281
@gianlucacastro5281 3 года назад
Only by this intro I can be SURE this is going to be one of the best linear algebra material on youtube.
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Thank you, it's very nice of you to say!
@miikavuorio9190
@miikavuorio9190 3 года назад
May I reccomend, 3blue1brown
@farrukhsaif108
@farrukhsaif108 2 года назад
@@miikavuorio9190 They don't cover inner products
@andrerossa8553
@andrerossa8553 5 лет назад
Thank you so much for such a great enthusiasm to teach
@AlphaHatsuseno
@AlphaHatsuseno 5 лет назад
Holy moly this is amazing quality
@AyoubChouak
@AyoubChouak 6 лет назад
Absolutely brilliant, so brilliant I went so far as to buy your book "Hello Again, Linear Algebra". Thanks for these wonderful videos and I wish you all the best for Lemma.
@anjanavabiswas8835
@anjanavabiswas8835 9 месяцев назад
Ok this is like the best lecture. He actually motivates his explanations. Even me with my 2 braincells can figure out what he means. When he gives the length of the polynomial example, it really helped me to understand why I can't directly measure length. The intuition was very valuable. Thank you.
@johnnymurf
@johnnymurf 6 лет назад
Innah prawduct
@boybawn67
@boybawn67 2 года назад
Please consider doing a video on weighted least squares to show how the projection is oblique under the standard inner product, but orthogonal under the 'right' inner product.
@evertonsantosdeandradejuni3787
that'd be very intresting
@kushalv8268
@kushalv8268 5 лет назад
Thank you sir for amazing lecture
@omkark7597
@omkark7597 7 лет назад
Prof, Video is great. please publish videos on dual spaces.
@sanjinred
@sanjinred 3 года назад
Trully the best way to approach linear algebra of vector spaces. Not to teach how to solve it, but to actually give a deeper understanding of WHY we are doing it. I am a structural engineer and had to learn it the hard way, on my own because in college we only learned how to do it. :) Great vid!
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Thanks - much appreciated!
@anuragkadam7935
@anuragkadam7935 2 года назад
You sound so much like Anthony Jeselnik!!!
@MathTheBeautiful
@MathTheBeautiful 2 года назад
I'm going for Mitch Hedberg actually.
@nielsota63
@nielsota63 3 года назад
Hi! I love this video series! I was wondering if you have any exercises to go with the videos?
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Yes. lem.ma/LA
@umbraemilitos
@umbraemilitos 5 лет назад
Inner product spaces are just a special case of tensor spaces.
@irtizahasan3537
@irtizahasan3537 7 лет назад
it's so nice of you made these videos. thanks
@sollinw
@sollinw 10 месяцев назад
not only did I understand what I didnt understand, but also understood it thx
@shawheennaderi8970
@shawheennaderi8970 5 лет назад
For some reason, his teaching style reminds me of Richard Feynman's
@VNischal
@VNischal 5 лет назад
I Totally Agree..... :)
@jsnam8139
@jsnam8139 4 года назад
Might be because of his accent.
@AliVeli-gr4fb
@AliVeli-gr4fb 7 лет назад
i am excited
@worldmath8848
@worldmath8848 7 лет назад
thank you so much sir for adding such a nice video ... Keep it up ....
@earlofyarg
@earlofyarg 2 года назад
incredible teaching.
@phenax1144
@phenax1144 Год назад
love it😀😀😀
@defaultuser1760
@defaultuser1760 4 года назад
Amazing explanation. Thank you.
@_computerra
@_computerra 4 года назад
I wish I was in your class.
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Thank you for the compliment! Check out lem.ma/LA and you'll feel like you in my class.
@spearius9059
@spearius9059 2 года назад
I really want to be in your class.
@MathTheBeautiful
@MathTheBeautiful 4 месяца назад
Please!
@JohnBerry-q1h
@JohnBerry-q1h 8 месяцев назад
. . . . . . . ** . . . . . . . . ** What is☝☝☝THIS or ☝☝☝ THIS?? I often see this notation in mathematical writings. To me, they both look like inner products, but with THREE inputs. How do you go about evaluating these? What is the proper interpretation of this notation?
@MathTheBeautiful
@MathTheBeautiful 8 месяцев назад
See ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Psb1Zuxo7gs.htmlsi=3E1stR16in-S0gyD&t=250 for one possible analogy. Another analogy is that it's the inner product of the vectors 𝜓 and (𝚽𝜙)
@TheGodSaw
@TheGodSaw 7 лет назад
Hey, you said you would talk more about the SVD and its application. Will the be in the context of Inner products?
@MathTheBeautiful
@MathTheBeautiful 7 лет назад
Yes
@TheGodSaw
@TheGodSaw 7 лет назад
Yes TWO new series. I love your videos!
@MaxPicAxe
@MaxPicAxe 2 года назад
Very good video
@tcreatesllc
@tcreatesllc 3 года назад
A very good orator. Perfect
@goobersteinmcfancyful
@goobersteinmcfancyful 4 месяца назад
Everyone is shy, so I'll just say it... much better than Gilbert Strang.
@MathTheBeautiful
@MathTheBeautiful 4 месяца назад
I'm not sure I agree, but I certainly appreciate the complement!
@shivanisingla1140
@shivanisingla1140 6 лет назад
You are an incredible teacher🤗
@Hythloday71
@Hythloday71 7 лет назад
Is this the beginning of a new higher course in Linear Algebra ? Oh goody !
@alexbenjamin5823
@alexbenjamin5823 7 лет назад
Would factorizations fall under II? (eigenvalue, LU etc.)
@MathTheBeautiful
@MathTheBeautiful 7 лет назад
Depends on the factorization! I: LU, LDU II: XΛX⁻¹ (Eigenvalue) III: QR, LDLᵀ, LLᵀ, Polar, XΛXᵀ (Eigenvalue for symmetric), UΣVᵀ (SVD)
@RahulYadav-nb2zt
@RahulYadav-nb2zt 6 лет назад
very nice lecture
@RahulYadav-nb2zt
@RahulYadav-nb2zt 6 лет назад
very nice lecture
@anuragkadam7935
@anuragkadam7935 2 года назад
This video was awesome, its like watching a suspense movie
@MathTheBeautiful
@MathTheBeautiful 4 месяца назад
That's how I see it too!
@clickaccept
@clickaccept 9 месяцев назад
This guy absolutly nails it. Great stuff.
@Matchless_gift
@Matchless_gift 5 лет назад
This 14min lecture can clear purpose of doing l.a
@lateefahmadwanilaw8948
@lateefahmadwanilaw8948 3 года назад
Thank you sir
@levtunik997
@levtunik997 5 лет назад
great editing!
@jaimelima2420
@jaimelima2420 2 года назад
Where are just watching the birth of the inner product. And his mom is called Norm. Thanks for putting this together.
@jvmguy
@jvmguy 2 месяца назад
I really like the way you teach this. I thought I knew linear algebra, but this takes things to another level.
@MathTheBeautiful
@MathTheBeautiful 2 месяца назад
There's always another level!
@raizan1526
@raizan1526 Месяц назад
you're the best
@MathTheBeautiful
@MathTheBeautiful Месяц назад
Thank you, it means a lot!
@alexshei5061
@alexshei5061 7 лет назад
Thank you so much for these amazing videos!!!!
@doodelay
@doodelay 4 года назад
Damn this guy is good
@MathTheBeautiful
@MathTheBeautiful 4 года назад
Correct
@avtaras
@avtaras 4 года назад
Looking forward to this :)
@MathTheBeautiful
@MathTheBeautiful 4 года назад
Do it on Lemma! lem.ma/LA (and lem.ma/LA3 to jump to inner products).
@mrcaljoe1
@mrcaljoe1 4 года назад
brilliant video. wish he was my lecturer
@MathTheBeautiful
@MathTheBeautiful 4 года назад
I *am* your teacher. Just check out lem.ma/LA
@ratusca
@ratusca 4 года назад
@@MathTheBeautiful Thank you so much, my concepts are so clear after watching this video. Online classes are useless :(
@andreypopov6166
@andreypopov6166 8 месяцев назад
After reading my current textbook and didn't get a lot, was surfing youtube for an explanation why Inner product is needed and it seems that this is the vide i was looking for. I believe the worth trying resource for sure. Thanks!
@MathTheBeautiful
@MathTheBeautiful 7 месяцев назад
So glad you found it helpful!
@ashwinsingh1325
@ashwinsingh1325 6 лет назад
Solid lecture
@achillesarmstrong9639
@achillesarmstrong9639 6 лет назад
good video
@solarestone
@solarestone 2 года назад
Thank you
@MathTheBeautiful
@MathTheBeautiful 2 года назад
Glad you enjoyed it!
@stanleyezeogu9816
@stanleyezeogu9816 3 года назад
Wow!
@MathTheBeautiful
@MathTheBeautiful 3 года назад
Glad you liked it!
@komahanb
@komahanb 2 года назад
You are right, we have always been trained to assume "inner product" as just "length". Inner products, as you mention are far more fundamental than attributes such as lengths, angles (for geometric vectors). The nature, perhaps, must be using inner products to compare two objects (A, B) with respect to a chosen set of attributes. In the case of geometric vectors, objects A and B are vectors, and an attribute that we "chose" to do the comparison is length. If we compare two surfaces A and B, the attribute perhaps can be chosen as area. If the surfaces are identical but differ only in roughness, then choosing just area wouldn't suffice to tell whether A and B are identical or not. Then we have to compare both area and roughness. If two surfaces A and B have the same area and also roughness, but differ only in color, then we need to include color as an attribute for comparison.
@MathTheBeautiful
@MathTheBeautiful 2 года назад
Hi Komahan, thank you for a very interesting comment. However, I'm quite confident that nature doesn't think about inner products. -Pavel
@voidisyinyangvoidisyinyang885
check out Alain Connes on noncommutative spectral that is nonlocal inner products. thanks
@봉디옐
@봉디옐 5 лет назад
Algebraists agitation
@111abdurrahman
@111abdurrahman 5 лет назад
Great actor. You need to join hollywood
@MathTheBeautiful
@MathTheBeautiful 5 лет назад
Thank you! Please tell me you pronounce your last name "Riemann"
@adrianott5248
@adrianott5248 7 лет назад
What makes it so obvious that length is the right measure of how accurate the (semi) solution is in the case of your rectangular matrix multiplication? Why not minimize the sum of the errors? I know its a more convenient calculation and it uses the power of matrices, but is that the only reason?
@MathTheBeautiful
@MathTheBeautiful 7 лет назад
You're exactly right. There isn't one best preset measure to be minimized. The choice of measure should depend on the particular problem you're trying to solve. Whatever measure you choose would be called "length". Some lengths come from inner products, some (like the sum of |errors|) don't. The ones that come form inner products have some advantages. Other measures, like the one you're suggesting, have other advantages.
@adrianott5248
@adrianott5248 7 лет назад
Thanks you! Looking forward to more videos from this course!
Далее
Review of the Dot Product
12:50
Просмотров 35 тыс.
Review of Decomposition by the Dot Product
15:30
Просмотров 23 тыс.
Дикий Бармалей разозлил всех!
01:00
The Big Picture of Linear Algebra
15:57
Просмотров 972 тыс.
Inner Products in ℝⁿ
19:33
Просмотров 16 тыс.
Basics of Inner Product Spaces
23:09
Просмотров 53 тыс.
Why is the determinant like that?
19:07
Просмотров 171 тыс.
Inner Products in Hilbert Space
8:41
Просмотров 121 тыс.
Visualizing 4D Pt.1
22:56
Просмотров 706 тыс.