Computational Linguistics Resources

I would also like to add these textbooks:
Textbooks
“Statistical Natural Language Processing” by Christopher D. Manning, Hinrich Schütze
“Foundations of Statistical Natural Language Processing” by Christopher D. Manning, Hinrich Schütze
“Introduction to Information Retrieval” by Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze
The books I mentioned are foundational in the field of Computational Linguistics (CL) and may provide a strong theoretical and practical basis for understanding and working with natural language data.

Here are key resources for Computational Linguistics:
Books:
- "Speech and Language Processing" by Jurafsky & Martin [Free Online](https://web.stanford.edu/~jurafsky/slp3/)
- "Natural Language Processing with Python" by Bird, Klein, & Loper [Free Online](https://www.nltk.org/book/)
- "Foundations of Statistical Natural Language Processing" by Manning & Schütze [Purchase Link](https://mitpress.mit.edu/9780262133609/foundations-of-statistical-natural-language-processing/)
Courses & Videos:
- Coursera: "Natural Language Processing Specialization" by deeplearning.ai [Coursera Link](https://www.coursera.org/specializations/natural-language-processing)
- YouTube: Stanford CS224n [Playlist](https://www.youtube.com/playlist?list=PLoROMvodv4rO2VgkXqH9c7bbizM6nYh9J)
- edX: "Introduction to Natural Language Processing" by Microsoft [edX Link](https://www.edx.org/course/introduction-to-natural-language-processing)
Tools:
- NLTK[Documentation](https://www.nltk.org/)
- spaCy [Documentation](https://spacy.io/)

If you want to gain a thorough understanding of computational linguistics, I recommend studying "Speech and Language Processing" by Jurafsky and Martin, as well as "Foundations of Statistical Natural Language Processing" by Manning and Schütze. "Natural Language Processing with Python" by Bird et al. provides practical insights into NLP using the Python programming language. In addition, the Coursera NLP Specialisation and Stanford's CS221 YouTube series offer significant online resources.