
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