Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

adaptive radius 217

artificial intelligence (AI) 4

B

Bag-of-N-grams 20

coding 26

using, with NLTK 29, 30

using, with scikit-learn 28, 29

with Gensim 26-28

Bag-of-Visual-Words (BoVW) 21

Bag-of-Words (BoW) 19, 61, 233

coding 22

real-world applications 21

with Gensim 22-24

with scikit-learn 24-26

used, for performing word embedding 79-81

Bayes’ theorem 176, 178

Bernoulli distribution 149

binary outcomes 150

defining 149

example 149

overview 149

BERT-based word embeddings 231

Bidirectional Encoder Representations from Transformers (BERT) 190, 227, 230, 231

BERTopic 227

BERT 231

building 233

c-TFIDF 233

data loading 234

document information, obtaining 237, 239

HDBSCAN 232

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