Notation of the transformations in Linear Algebra

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I am very confused with succinct notations of the transformations in Linear Algebra. When do we write each of the ways? What is the difference?

In the lecture notes it says: T(x) = Ax = b in R^m, where x is an input vector and A is a matrix/transformation.

Notice that A is on the left from x. But then in the number of occasions I see that input vector(s) is(are) sometimes on the left, even the notation is still T(x). For example: enter image description here

and here, where bases V were supposed to be an input on the write (Ax) since we perform operation on it: enter image description here

If you do calculations for the last one you will get: enter image description here

Also, in support of the T(x) = Ax I found this in the notes: enter image description here

Thank you.