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Singular Value Decomposition (the SVD)

720K views · May 6, 2016 · Education

Comments · 312

  • @H4nek · 7 years ago

    <a href="https://www.youtube.com/watch?v=mBcLRGuAFUk&amp;t=215">3:35</a> &quot;And what do I have? Well, I&apos;ve got six matrices...&quot; LOL

    161

  • @lowerlowerhk · 6 years ago

    &quot;how to I get hold of U?&quot;- Gilbert Strang

    53

  • @Sky-pg6xy · 3 years ago

    I can’t express how amazing this video is. I have taught from a number of textbooks in different undergrad linear algebra classes, and I’ve never in my life seen an explanation of SVD as good as this one.

    120

  • @chrisjiang5121 · 6 years ago

    I used to watch Prof. Strang&apos;s videos when I was a first year undergrad. Never thought I would revisit this during my master as I am learning about PCA... Time flies yet Prof. Strang is forever

    125

  • @qantum251 · 9 years ago (edited)

    With all due respect, on which basis people did thumbs down this outstanding piece of algebra. If I had Profs. like Sir Gibert Strang at my early university years, I would&apos;ve reached far beyond my own expectations. Your teaching is outstandingly straightforward Sir.

    518

  • @GuruKal · 10 years ago

    &quot;eigenpeople...no, no, that&apos;s terrible&quot;....lmaooo, too funny

    382

  • @muhammadumaramanat738 · 6 years ago

    In such a short video, finally know the relation between PCA and SVD.

    13

  • @BalajiSankar · 3 years ago

    thank you for showing that SVD is actually getting the different layers of the matrix out .. from the most important to the least important..

    6

  • @dipeshdebnathltd · 1 year ago

    The chalk is one of the key factors is the explanation.

    9

  • @handongfeng · 4 years ago

    No any other guys can teach algebra better than this Professor. He is the teacher&apos;s teacher, the best of the best. Respect!

    24

  • @jennariseley3161 · 7 years ago

    I have been trying to understand PCA all semester. I didn&apos;t realise that I would finally &apos;get&apos; it after watching this video on SVD. Thank you so much Dr Strang and MIT!

    80

  • @babaumar4188 · 6 years ago

    The best linear algebra by all standards. He makes it look so simple. This explanation of SVD and PCA blew my mind. I salute you prof.

    34

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