Normalization or BatchNormalization?

[psteinb]

In episode 3, BatchNorm is introduced a one way to normalize the dataset. While normalization as a transformation is a super central topic for ML, I feel that BatchNorm confuses more than it helps.

We could replace this subsection by a discussion of normalization in general.