NLP examples and practice problems - doraithodla/notes GitHub Wiki

1. Get a web page using requests and display html
2. Extract paragraph text using bs4
3. Extract links using bs4
4. Tokenize text after removnig stop words and punctuation into n-grams (1-5)
5. Create a freuency distribution graph based on the length of words
6. List the to x n-grams
7. Use the topx-ngrams to find the power words
8. extract the power sentences
9. Check to see who are in the top 10 positions for the power words in Google SRP

NLP

• Intent recognizers
• GItChatBot - tracks favorite projects deep
• FileBot - A file explorer chatbot
• DriveExplorer - Similar to file explorer for GDrive
• EmailExplorer explores email through a conversational user interface
• kmeans
• kplus
• dbscan
• track S&P and other similar indexes from India
• Track NASDAQ
• Track Russell
• Trackers use InfoMinder to track technology use
• Reading comprehension