I would suggest that the clarification of the distinction between the row and the column vector goes before the definition of outer and dot products. Before, it is unclear that a standard vector is a column vector.
Location
Draft (2021-01-14) of “Mathematics for Machine Learning”. Feedback: https://mml-book.com
chapter 2.4
page 38
line number/equation number: 3, 2.64
Proposed solution
Put the remark on vector multiplication below
I would suggest that the clarification of the distinction between the row and the column vector goes before the definition of outer and dot products. Before, it is unclear that a standard vector is a column vector.
Location
Proposed solution Put the remark on vector multiplication below