In-Text Normalization, we undergo several steps to normalize the text to a lower level.
After the removal of stop words, we convert the whole text into a similar case, preferably lower case.
This ensures that the case sensitivity of the machine does not consider the same words as different just because of different cases.
Study more about Natural Language Processing at Natural Language Processing Class 10