Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI Techniques

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

A. Kulkarni et al.Natural Language Processing Projects https://doi.org/10.1007/978-1-4842-7386-9_6

6. Creating an E-commerce Product Categorization Model Using Deep Learning

Akshay Kulkarni¹  , Adarsha Shivananda¹ and Anoosh Kulkarni²

(1)

Bangalore, Karnataka, India

(2)

Bangalore, India

 

This chapter explores multiclass classification using deep learning. You look at different deep neural networks, like CNN, RNN, and LSTM, and ways to tune and evaluate them.

Problem Statement

In the era of e-commerce and retail, the biggest challenge is to tag a particular product or SKU to its category. There are billions of items, and manually tagging is an inefficient task and ...