- 01. Dimensions when Learning From Text
- 02. Bag Of Words
- 03. A Very Nice Day
- 04. Mr. Day Loves a Nice Day
- 05. Properties of Bag of Words
- 06. Bag of Words in Sklearn
- 07. Low-Information Words
- 08. Stopwords
- 09. Getting Stopwords from NLTK
- 10. Stemming to Consolidate Vocabulary
- 11. Stemming with NLTK
- 12. Order of Operations in Text Processing
- 13. Weighting by Term Frequency
- 14. Why Upweight Rare Words
- 15. Text Learning Mini-Project Video
- 16. Text Learning Mini-Project
- 17. Warming Up with parseOutText()
- 18. Deploying Stemming
- 19. Clean Away "Signature Words"
- 20. TfIdf It
- 21. Accessing TfIdf Features