Natural Language Processing (NLP) Basics and Advanced Topics
Zhen (Richard) Tang, Sijun Wang
January 26, 2023
Information Systems, Inspirational Paradigm for Jesuit Business Education, Marketing & Sales
natural language processing, NLP, Neural Network, Word Embeddings, coding
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.
- Understand Neural Network
- Understand Convolutional Neural Network
- Understand Word Embeddings
- Apply Neural Network to Word Embeddings