Demystifying BERT: A Comprehensive Guide to the Groundbreaking NLP Framework
Overview
- Google’s BERT has transformed the Natural Language Processing (NLP) landscape
- Learn what BERT is, how it works, the seismic impact it has made, among other things
- We’ll also implement BERT in Python to give you a hands-on learning experience
Introduction to the World of BERT
Picture this – you’re working on a really cool data science project and have applied the latest state-of-the-art library to get a pretty good result. And boom! A few days later, there’s a new state-of-the-art framework in town that has the potential to further improve your model.
That is not a hypothetical scenario – it’s the reality (and thrill) of working in the field of Natural Language Processing (NLP)! The last two years have been mind-blowing in terms of breakthroughs. I get to grips with one framework and another one, potentially even better, comes along.
Google’s BERT is one such NLP framework. I’d stick my neck out and say it’s perhaps the most influential one in recent