Intro to Language Models in Python by Codecademy
Build the basic language models in Python.
Course Highlights
- Create common language models
- Measure similarity between words
- Determine important words in documents
Skills you will learn!
Curriculum
1 Topic
Welcome to Language Models with Python
4 Topics
Bag-of-Words Language Model
Working with Text Data I scikit-learn
Mystery Friend
Bag-of-words language model
4 Topics
Term Frequency-inverse Document Frequency
Working with Text Data I scikit-learn I From Occurrences to Frequencies
Read the News Analysis
Term Frequency-Inverse Document Frequency
5 Topics
Word Embeddings
Token.similarity I spacy
U.S.A. Presidential Vocabulary
Word Embeddings
What's Next
Intro to Language Models in Python
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