Natural Language Processing (NLP) Basics and Advanced Topics

Zhen (Richard) Tang, Sijun Wang
January 26, 2023
SKU:
BUS-008927
Region: 
North America
Topic: 
Information Systems, Inspirational Paradigm for Jesuit Business Education, Marketing & Sales
Length: 
107 pages
Keywords: 
natural language processing, NLP, Neural Network, Word Embeddings, coding
Student Price: 
Free
Average rating: 
0

This module focuses on teaching students the rationale and mathematical foundation of advanced natural language processing (NLP) methods – the theory component.

This is one of two modules in a teaching package. The second module, which can be downloaded here, aims to help the students apply the NLP methods to real text datasets for business insights – the coding component.

Learning Outcomes: 
  • Understand Neural Network
  • Understand Convolutional Neural Network
  • Understand Word Embeddings
  • Apply Neural Network to Word Embeddings