NLP concepts and algorithms
- Regex
- NLP pipeline
- Tokenization
- Stemming & Lemmentation
- Parts of Speech POS tagging
- Name Enitity Recognition (NER)
- Text representation
- Label
- One-hot encoding
- Bag of Words (BOW)
- Bag of ngrams
- TF-IDF
- Word-embeddings
- Stop words
- Word vectors - WORD2Vec (text classfication) - Genshim (text classfication) - fastText (text classfication)
- fastText
- chatbots