Tutorial: Keith Galli – Natural Language Processing (NLP) in Python – From Zero to Hero
In the previous 12 months, large developments have been made in the pure language processing subject. Improvements in areas reminiscent of query answering, machine translation, and sentiment evaluation have opened up doorways to make the most of NLP extra successfully than ever earlier than.
In this tutorial we’ll carry out a quick overview of the sector of NLP and take a look at the Python libraries that permit us to make the most of totally different strategies and fashions. We will begin with easy, conventional approaches to NLP that can present us baseline for our fashions. As we progress in the tutorial we’ll take a look at some extra superior ideas that can provide fast boosts to mannequin efficiency. We will finish by introducing state-of-the-artwork language fashions and the way we will incorporate them into purposes that we construct.