ChatGPT has become a ubiquitous starting point for Generative AI applications. In this webinar, we will go over some background on ChatGPT, its generative capabilities and follow it up with a two-part demo on some NLP applications. Specifically, we will look at a demo that showcases good prompting principles for ChatGPT, so we get desired responses. In the second part of the demo, we will look at how ChatGPT can support data labeling and data generation for NLP modeling and applications. We also will look at some limitations of ChatGPT and how to possibly circumvent them.