Practical NLP

Text Classification with Machine Learning Using Udemy Dataset and Python

In this tutorial- which is part of the End-To-End Data Science Project using the Udemy Dataset – we will perform text classification using the title and the subject category. Our aim behind this project is to predict the subject category giving the course title. By the end of this tutorial you will learn What we …

Text Classification with Machine Learning Using Udemy Dataset and Python Read More »

Text Classification with Flair – Pytorch NLP Framework

In today’s tutorial we will be exploring another powerful natural language processing library called Flair. We will be seeing how to use Flair for text classification. Specifically we will learn how to build a model to predict or classify text as either offensive or non-offensive. What is Flair? Flair is a state of the art(SOTA) …

Text Classification with Flair – Pytorch NLP Framework Read More »