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The files of Week 1 Homework are inverted. The plain homework already provides the answer, whereas the one that should contain the answers does not provide them.

Hello,

There is a minor typo in the annotated version of the lecture slides 62.Matrices.annotated.pdf. It should say "[...] the dot products of the rows of A with the columns of B. [...]".

Thank you for sharing your lectures!

Cheers.

Current

So, if we start with the complicated function on the left, and take its (natural) logarithm, we end up with the function on the left.

Suggested

So, if we start with the complicated function on the left, and take its (natural) logarithm, we end up with the function on the right.

I think there’s a minor typo in slide 23, I believe the derivative shouldn't have minus sign.

In Lecture 0: Preliminaries - Probability, slide 121 says

p(A, B|G) = p(A|B) p(B|G)

Should this be

p(A, B|G) = p(A|G) p(B|G)?

Text that supports Lecture 0, Slide 25 cuts off suddenly.

https://mlvu.github.io/preliminaries/#slide-025

The takeway is that it depends on the function whether of not the argmin or argmax returns a meaningful result. It’s also possible to 

Location: mlvu.github.io/preliminaries/00.Preliminaries.key-stage-0076anim3.svg

Issue: Typo in the derivative below. The right hand side should be $3ax^2+b$.

https://mlvu.github.io/preliminaries/#slide-033

to should be two

For every operation that takes to numbers and produces a third

For every operation that takes two numbers and produces a third