Coding Neural Network and Natural Language Processing (NLP)
Zhen (Richard) Tang, Sijun Wang
January 26, 2023
Inspirational Paradigm for Jesuit Business Education, Marketing & Sales, Information Systems
NLP, natural language processing, coding, Neural Network, Word Embeddings
This module aims to help the students apply the NLP methods to real text datasets for business insights – the coding component.
This is one of two modules in a teaching package. The first module, which can be downloaded here, focuses on teaching students the rationale and mathematical foundation of advanced natural language processing (NLP) methods – the theory component.
- Understand Neural Network
- Understand Convolutional Neural Network
- Understand Word Embeddings
- Apply Neural Network to Word Embeddings