Text Preprocessing in NLP | Python

Published: 14 July 2022
on channel: Hackers Realm

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⭐️ Content Description ⭐️
In this video, I have explained about text preprocessing in NLP. These techniques will enrich the data for improving the model performance and it also helps in better analysis of the data. This is one of the important step that needs to be done in every NLP project.
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🕒 Timeline
00:00 Introduction to Text Preprocessing
02:11 Convert to Lowercase
04:05 Removal of Punctuations
08:07 Removal of Stopwords
12:27 Removal of Frequent Words
17:09 Removal of Rare Words
20:41 Removal of Special Characters
23:46 Stemming
26:34 Lemmatization & POS Tagging
34:51 Removal of URLs
38:03 Removal of HTML Tags
41:30 Spelling Correction

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