Practical NLP with LLMs in Python Demo

This demo was originally created for Grainger's Tech Conference 2025.

It highlights three examples from my 12-hour NLP in Python course: https://www.udemy.com/course/nlp-in-python-2025/

Prerequisites

To run the code, you must first install the transformers library using either pip or conda:

• pip install transformers
• conda install transformers

Summary of Demo

0. Data Prep
1. Sentiment Analysis
2. Zero-Shot Classification
3. Document Similarity