NLP Roadmap

NLP

Text Mining

Learning... 📝💻📚

Books and tutorials

• Le Traitement Automatique des Langues
• Introduction to Natural Language Processing
• Speech and Language Processing
• Natural Language Annotation for Machine Learning
• Applied Text Analysis with Python
• Natural Language Processing in Action: Understanding, analyzing, and generating text with Python
• Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
• Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

Frameworks and libraries

• NLTK
• spaCy
• TextBlob
• Gensim
• PyNLP
• Gensim

Reference

Thanks to @graykode and @amitness for the material and inspiration.