Grammify is a start-up building a spell-checking tool. The product manager received feedback from users and came up with a project to improve the functionality of the tool.
The tool is designed to help users spot typos and incorrect punctuation. However, named entities should not fall under the same rules. A named entity is anything that is a real-world object such as a person, a place, any organisation, and any product which has a name.
Your task is to train a model that will help their software identify named entities.
You need to be familiar with Natural Language Processing (NLP) concepts.