Text Learning
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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
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14. Why Upweight Rare Words
Why Upweight Rare Words
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