Python Frameworks: For sophisticated applications, introduces Python frameworks including Matplotlib, TensorFlow, PyTorch, Scikit-Learn, and NLTK.

NLTK (Natural Language Toolkit) One of the most widely used programming languages for NLP is Python, which has a rich ecosystem of libraries and tools for NLP, including the NLTK.