Time: 9.12 min
As the tutor mentioned about feature transformation in batches. I have questions about that,
- Let’s say we are normalising the specific feature.
- for the first batch, it generates statistical values like min, max to do normalisation.
- in the second batch, again it generates another set of min and max value which is completely different from the first batch. Do you think will that be consistent whilst we are trying to transform the data during inference?
correct me if I’m wrong. I wasn’t clear on this point it would be great if you can clarify my doubts
Thanks in advance