Text Preprocessing in NLP | Python

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  • čas přidán 23. 06. 2024
  • ⭐️ 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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