This is the first part of a basic introduction to NLTK for getting your feet wet and assumes some basic knowledge of Python. NLTK (Natural Language Toolkit) is the go-to API for NLP (Natural Language Processing) with Python. It is a really powerful tool to preprocess text data for further analysis like with ML models for instance. It helps convert text into numbers, which the model can then easily work with.