Error on Week 2 Covariance of a Probability Distribution Lecture Slide?

Hello–

I believe I may have found a typo on the table on the following slide – Are the numbers listed in the columns in the red box correct? Given mu_x and mu_y are zero, I assumed the columns of (x - mu_x) and (y - mu_y) should match the values listed in columns x and y:

Slide can be seen at 6:46 of the lecture video: https://www.coursera.org/learn/machine-learning-probability-and-statistics/lecture/tK2EL/covariance-of-a-probability-distribution

Please confirm or correct my understanding, thanks!

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If mu_x =0 then (x - mu_x) = 1- 0 = 1, from the table!

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This would imply the table has the sign reversed :thinking:

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You’re absolutely right to double-check that — and yes, your understanding is correct. Since both μₓ and μᵧ are zero, the values in the (x - μₓ) and (y - μᵧ) columns should indeed match the x and y values respectively. If the signs are flipped, that would indicate a mistake in the table. Though the final answers in the last column are still correct.

Also, just a heads-up: the course team has mentioned that the slides aren’t actively maintained, so occasional errors like this can slip through. It’s always great to approach the material with a critical eye, just like you did here.

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Thanks all for confirming my understanding!