How does the bag of words approach convert words into numerical representations?
Wednesday, 02 August 2023
by EITCA Academy
The bag of words approach is a commonly used technique in natural language processing (NLP) to convert words into numerical representations. This approach is based on the idea that the order of words in a document is not important, and only the frequency of words matters. The bag of words model represents a document as
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Expertise in Machine Learning, Natural language processing - bag of words, Examination review
Tagged under:
Artificial Intelligence, NLP, TF-IDF, Tokenization, Vectorization, Vocabulary Creation