BuildML Education

NLP has become one of the most in-demand skills in interviews, largely because the rise of LLMs has raised the bar. It’s no longer enough to say you’ve used a model. Interviewers want to see whether you understand how language is represented, how modern models work, and why certain approaches succeed or fail.

That’s exactly what this book is designed for.

It focuses on a curated set of 100 NLP questions and answers that actually come up in interviews, including FAANG interviews. The key advantage is that it’s a finite resource. Because the scope is clearly defined, you can realistically finish it before your interviews. No endless courses, no sprawling reading lists, no feeling of always being behind.

Just a focused crash course that covers what matters and helps you practice explaining it clearly.

Who is it for?

This is for people who have built NLP model before. This is not for begineers in NLP. The book is to brush up on your concepts through 100+ Q&As - a cram resources before your next interview

What all does it contain?

It covers the following topics -

1. Text Preprocessing and Basics of Language
2. Classical NLP Methods
3. Word and Sentence Representation
4. Deep Learning for NLP
5. Classification Style Tasks
6. Structured Prediction Tasks
7. Generation Tasks
8. Retrieval & Search Tasks