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