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NLP Roadmap 2022 with free resources.
This is what you need to build real-world NLP Projects and a Good Foundation. A Thread ๐Ÿงต๐Ÿ‘‡
๐ŸŽฏ Text Pre-Processing (Use #spacy):
๐Ÿ‘‰ Tokenization
๐Ÿ‘‰ Lemmatization
๐Ÿ‘‰ Removing Punctuations and Stopwords etc.

๐ŸŽฏ Text Representation Techniques (Feature Engineering):
๐Ÿ‘‰ Bag of Words, Count Vector - #Sklearn
๐Ÿ‘‰ TFIDF - #Sklearn
๐Ÿ‘‰ Word2Vec - #Gensim

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