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How Linear Algebra Powers Machine Learning (ML)

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Ready to become a certified watsonx Data Scientist? Register now and use code IBMTechYT20 for 20% off of your exam → https://ibm.biz/Bdpij5 Learn more about Linear Algebra for Machine Learning here → https://ibm.biz/BdpijN How do machines learn to recognize cats and dogs in images? 🐾 Fangfang Lee explains how linear algebra powers machine learning, from vectors and matrices to SVD and cosine similarity. Learn how these concepts transform raw data into actionable intelligence for AI and neural networks! AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → https://ibm.biz/Bdpij7 #machinelearning #linearalgebra #aiconcepts

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gabinoirizarry390
gabinoirizarry390 1 week, 4 days ago

6:06 - there’s a minor mistake here. ie. The COS of two vectors “pointing in the exact same direction” = +1. Very good video overall !

B
beth_burton 1 week, 5 days ago

Other than the cosibe mistake, this video has been really insightful and informative to me. Thanks!

M
maríacristina_deanda 1 week, 5 days ago

Everyone at IBM is left-handed apparently.

alexislopez263
alexislopez263 2 weeks, 2 days ago

Great

babyberry
babyberry 2 weeks, 2 days ago

Does all of this math allow them to code human voice inflection as well? I would guess that would help identifying context. Or is that a limitation that hinders reason?

T
thomastempest62 2 weeks, 3 days ago

Very simple concise demonstration.

A
abeerbath407 2 weeks, 6 days ago

Thank you very much, learned new data types.

D
dalton_gentry 2 weeks, 6 days ago

Thank you for the great content!

L
liabeier261 3 weeks ago

I enjoyed the video, very insightful! However, what puzzled me is that you are mentally reversing what you write on the glass, what kind of model would we call that, hahaha.

S
saravista28 3 weeks ago

Loved this video, keep up the great work!

jamesstream97
jamesstream97 3 weeks ago

Row or column? You said or used it opposite.

ross_shepherd
ross_shepherd 3 weeks, 2 days ago

Very well done, appreciate this video!

victoria.solano
victoria.solano 3 weeks, 4 days ago

This was super helpful, thanks!

christine_woods
christine_woods 3 weeks, 4 days ago

Correlation doesn’t imply independence, unless variables are normally distributed

maanaszachariah60
maanaszachariah60 3 weeks, 4 days ago

6:06 - I suddenly began to rethink my entire existence... 6:41 - ... drew me back to life

taylorsmith924
taylorsmith924 3 weeks, 4 days ago

Great tips, thanks for sharing!

alexislopez263
alexislopez263 4 weeks ago

Thanks Algebra Teacher Liezl :)

franz-xaver_scheel
franz-xaver_scheel 1 month, 1 week ago

I think around minute 6, the additive vectors should be 1, not -1?

V
vanessa_carlson 1 month, 1 week ago

That was more algebra concepts than tensor application 😅

graham_harvey
graham_harvey 1 month, 2 weeks ago

I can't believe these lectures are available freely w/o any type of sign up