Deep Learning for Natural Language Processing

Chapter 9

A Practical NLP Project Workflow in an Organization

Learning Objectives

By the end of this chapter, you will be able to:

• Identify the requirements of a natural language processing project
• Understand how different teams in an organization might be involved
• Use Google Colab notebooks to leverage a GPU to train Deep Learning models
• Deploy a model on AWS to be used as Software as a Service (SaaS)
• Get acquainted with a simple tech stack for deployment

In this chapter, we will be looking at a real-time NLP project and its flow in an organization,right till the final stage through the entire chapter.

Introduction

Up to this point in the book, we have studied several deep learning techniques that can be applied to solve specific problems ...