5 MicroApps with Python and NLP - doraithodla/notes GitHub Wiki
30 days of NLP
- 10 days simple programs that introduce concepts and terms
- 25 days of MicroApps
- 5 days of closing thoughts (how to build your own MicroApp, How to improve examples, Where do you go from here)
The Book
- Examples and Practice Exersizes
- Concepts and Terms
- Unigrams, Bigrams and Trigrams
- n-grams
- n-gram frequency
- Stop Words
- Stop Words Revisited
- Clearning Text
- Removing Punctuation
- Tokenization using NLTK
- Tokenization using Spacy
Onee useful MicroApp every week with Python and GenAI. Also look at Ideas
Samples
- Summarization
- News Summarization
- Website Summarization
- Press release summarization
- Article/Blog Summarization