Dimension of the null space or nullity | Vectors and spaces | Linear Algebra | Khan Academy

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  • Опубликовано: 12 сен 2024
  • Dimension of the Null Space or Nullity
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    Linear Algebra on Khan Academy: Have you ever wondered what the difference is between speed and velocity? Ever try to visualize in four dimensions or six or seven? Linear algebra describes things in two dimensions, but many of the concepts can be extended into three, four or more. Linear algebra implies two dimensional reasoning, however, the concepts covered in linear algebra provide the basis for multi-dimensional representations of mathematical reasoning. Matrices, vectors, vector spaces, transformations, eigenvectors/values all help us to visualize and understand multi dimensional concepts. This is an advanced course normally taken by science or engineering majors after taking at least two semesters of calculus (although calculus really isn't a prereq) so don't confuse this with regular high school algebra.
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Комментарии • 68

  • @DannyzReviews
    @DannyzReviews 10 лет назад +34

    This guys is the best. But let's face it if universities and colleges could hire professors like this guy who can "teach" a concept and "explain" thoroughly then people would not even have to resort to watching his videos as last minute life savers before a test or exam. Just because someone has a PHD in a subject does not necessarily mean they can teach it. They might be a complete expert and genius in that subject but getting other people to learn it and teaching it to them is a completely different story. The institutes should look at Khan's videos as an example how a great teacher should explain concepts and questions to someone rather than looking at whether they have got a PHD or doctorate in a course.

    • @rwarzor
      @rwarzor 9 лет назад +6

      A lot of those teachers with PhDs are being paid by the college to do research, teaching is their secondary profession. Research brings in big money in grants and publicity to the universities, so they hire smart people who can conduct research

    • @DannyzReviews
      @DannyzReviews 7 лет назад +3

      Haha, didn't think I'd be returning to a 3 year old comment. To be honest, I am also to blame for my lack of incompetence. I procrastinated and would even skip some classes which led to me being in a state where I would have to watch these last minute videos online. I still stand by what I said back then though. treasy​ brought up a good point a lot of profs are actually at institutions for research as their primary job. I had one prof who's lectures were pretty meaningless, but he had contributed a truck load to the university's research.
      I wrote that comment because I was just really frustrated and was just venting when I should have been studying LOL

  • @JTX8000
    @JTX8000 7 лет назад +26

    11:40 for Dimension of Null space, you're welcome

  • @Peachereis
    @Peachereis 11 лет назад +73

    skipped whole 6 month classes watch all videos . passed

  • @ThinkPositive00
    @ThinkPositive00 10 лет назад +63

    Why can't every lecturer explain as clearly and simply as this?

    • @Yadinma
      @Yadinma 10 лет назад +14

      don't u think thats like asking, why cant every basketball player shoot free throws.....

  • @SomethingSoOriginal
    @SomethingSoOriginal 12 лет назад +10

    Not just vaguely useful, EXTREMELY useful.

  • @industrialdonut7681
    @industrialdonut7681 5 лет назад +2

    Jesus christ that ending "Anyway hope you found that, vaguely useful" LOL

  • @901help2
    @901help2 8 лет назад +6

    Vaguely useful? are you kidding me, thus was great! Thanks for the help Sal!

  • @GodsOfMW2
    @GodsOfMW2 6 лет назад +3

    Love you Sal. Your videos make me look like some sort of super genius in class!

  • @faisaltg14
    @faisaltg14 8 лет назад +6

    thank you very much sir , i have final exam in this after one hour
    you really explained everything for me better than that one we called prof in our college

    • @yousef.al-assaf
      @yousef.al-assaf 7 лет назад

      faisal alfaisal
      كيف كان الامتحان 😂

  • @Waranle
    @Waranle 15 лет назад +2

    You make it so clear. Thank you

  • @junkeychan
    @junkeychan 12 лет назад +1

    I come listen to this guys voice and all my stress about up coming exam goes away.

  • @wadiczka
    @wadiczka 13 лет назад +2

    Amazing job, trying to get ready for linear algebra exam tomorrow.

  • @vikasutube100
    @vikasutube100 7 лет назад +2

    God bless you! The tutorial was amazing!

  • @Car1ll
    @Car1ll 13 лет назад +1

    Doesn't this mean that the dimension of A is equal to the number of collumns minus the number of rows of A. Since the reduced row echelon form will allways contain a number of pivots equal to the number of rows?

  • @UltramanII
    @UltramanII 13 лет назад +2

    Thanks guy you just saved me from my mid-term!

  • @tuyetlan888
    @tuyetlan888 13 лет назад +1

    Hi there, I would like to know if I did exactly like you did in the video, except I put in row echelon form instead of a row reduced echelon form. Would I still be able to get the right answer?

  • @Jef11235
    @Jef11235 13 лет назад +2

    Thanks so much, this is EXACTLY what i needed! :D

  • @uolwass
    @uolwass 13 лет назад +1

    absolutely amazing!!! u are a genius, thanks sooooo much

  • @musabahmed3341
    @musabahmed3341 2 года назад +1

    Khan for president!!!! 2022

  • @A-003
    @A-003 14 лет назад

    A thank you would not be enough . . . I dont know wat to say
    God Bless You

  • @spsorn5433
    @spsorn5433 Год назад

    Thank you so much. I love your explanation.

  • @KingRobbStark
    @KingRobbStark 15 лет назад +1

    Dude, awesome.

  • @johndafish7829
    @johndafish7829 10 лет назад

    Thank you so much man!!!! You are awesome!

  • @Robin-pc3jf
    @Robin-pc3jf 5 лет назад

    Excellent video, though why does the calculation for nullspace start with B but end with A?

  • @bhuwandwivedi513
    @bhuwandwivedi513 8 лет назад

    thanks it helps a lot

  • @codex8538
    @codex8538 3 года назад

    are the vectors associated with each free variable linearly independent always?

    • @oneinabillion654
      @oneinabillion654 3 года назад +1

      Yes because only that vector associated with the free variable has a 1 in it, whereas it is 0 in the other vectors. So these vectors are always linearly independent after rref since theres no linear combination to represent that "1"

  • @basmaal-ghali9174
    @basmaal-ghali9174 8 лет назад

    Useful... thank you..

  • @mastercgmr
    @mastercgmr 14 лет назад

    Thank you sr!

  • @sanmvegs1641
    @sanmvegs1641 6 лет назад

    Let me ask you a question... is number of non pivot columns the nullity of a matrix and number of pivot columns is the rank of the matrix?

  • @zhijieli12
    @zhijieli12 Год назад

    verrryyyy verryy useful !!!!!!

  • @jstdun
    @jstdun 12 лет назад

    Damn this was really helpful.

  • @comtrang
    @comtrang 12 лет назад

    When the pen hovers closely above the tablet, the mouse is responsive. You don't have to be in contact with it. I use one for Photoshop and that's how mine works.

  • @HariHaran-sl1pg
    @HariHaran-sl1pg Год назад

    God Bless..

  • @lemyul
    @lemyul 3 года назад

    ty

  • @pojorobo1
    @pojorobo1 11 лет назад +1

    i have a test in 20 minutes and his videos saved my life

  • @TheGreatSpanski
    @TheGreatSpanski 11 лет назад +1

    Jeeeez what snoozzzzeefest. #YAAAAWWWWWNNNN

  • @sachinduhan3022
    @sachinduhan3022 5 лет назад

    i wish i can hug uh for ur help

  • @katlegomalesa5907
    @katlegomalesa5907 9 лет назад

    perfect!!!

  • @justinv3
    @justinv3 15 лет назад

    yup

  • @twmzzang
    @twmzzang 11 лет назад

    so good

  • @realvideosrv1879
    @realvideosrv1879 3 года назад

    I cant find this complete playlist? Please link anyone? :,(

  • @yanyancui1601
    @yanyancui1601 7 лет назад

    what if the free variable is not linearly independent?

  • @genericusername337
    @genericusername337 9 лет назад +1

    your handwriting is just like mine!

  • @howtoguro
    @howtoguro 6 лет назад

    It actually doesn't need to be in RREF btw. REF will work better since it's a time saver.
    Row eschelon form is good enough because the numbers will change but the pivots will not. Since the rank-nullity theorem is dealing strictly with the # of pivots col and # of non-pivots col

  • @WouterNed
    @WouterNed 12 лет назад

    Then how does he move the pointer around without writing?

  • @nickchi8723
    @nickchi8723 2 года назад

    basically the number of free varible in the matrix is the dimension of the null space. Dude why must linear algebra has so many terms. nullity = dimension of null space = numberof free verible in rref. Spend 10 min just want to know this and is at the last part of this video....

  • @KiDFRANKKK
    @KiDFRANKKK 12 лет назад

    Sick

  • @darlenemontesano3214
    @darlenemontesano3214 6 лет назад

    how are x2, x4, x5 free variables?

    • @GodsOfMW2
      @GodsOfMW2 6 лет назад

      If you look at the columns of the rref matrix, they do not contains any pivot ones. So if you were to expand the rref matrix, the free variables are the ones that appear in both equations.

  • @vabs9211
    @vabs9211 15 лет назад

    thx mate..u saved me from failing maths.....lolz

  • @applecider98
    @applecider98 11 лет назад

    Teach at my school please???

  • @whitesanity4965
    @whitesanity4965 5 лет назад

    luv ya m8

  • @leon-lm7uf
    @leon-lm7uf 3 года назад

    why is my linear algebra class not using matrices--

  • @srockerrr
    @srockerrr 5 лет назад

    God I love you.

  • @comtrang
    @comtrang 12 лет назад

    I'm pretty sure he uses a USB tablet to do these

  • @bensher2291
    @bensher2291 7 лет назад +1

    I wanna kiss you right on the fuckin mouth Mr. Khan Academy

  • @6124279
    @6124279 11 лет назад

    Hes so smart, not even funny