A syllabus for learning NLP with Python

Introduction to Python
- Python basics: Learn Python in Y minutes - Link
- Advanced Python: Intermediate Python Practicum - Link
Introduction to NLP
- General NLP overview: Introduction to Natural Language Processing - Link
- NLP with Python: Natural Language Processing with Python - Link
Text Processing
- Text processing basics: Text Processing in Python - Link
- Regular expressions: Python Regular Expressions - Link
Working with NLTK
- NLTK basics: Introduction to NLTK - Link
- Advanced NLTK: Natural Language Processing with NLTK and Gensim - Link
Working with SpaCy
- SpaCy basics: Introduction to SpaCy - Link
- Advanced SpaCy: Advanced NLP with SpaCy - Link
Machine Learning for NLP
- Machine Learning basics: Introduction to Machine Learning - Link
- Scikit-learn: Machine Learning in Python with scikit-learn - Link
- Machine Learning for NLP: Applying Machine Learning to Text - Link
Deep Learning for NLP
- Deep Learning basics: Introduction to Deep Learning - Link
- TensorFlow and Keras: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Link
- Deep Learning for NLP: NLP with Deep Learning - Link
Special Topics
- Information Retrieval: Introduction to Information Retrieval - Link
- Sentiment Analysis: Sentiment Analysis with Python - Link
- Chatbots: Building a Simple Chatbot from Scratch in Python - Link

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