QLearning: Step-by-Step NLP 101 Guide for Beginners
Introduce NLP 101 where we explore the fundamentals of natural language processing (NLP) by performing sentiment analysis—a powerful tool to analyze public opinion and emotion in text data. This step-by-step tutorial will show you how to apply both advanced pretrained models from Hugging Face’s Transformers library and the lexicon-based VADER approach. Using a practical dataset of college football stadium reviews, we’ll evaluate and compare these methods using key metrics like accuracy, precision, recall, and F1-score. Designed for all experience levels, this video aims to make AI approachable, useful, and impactful for sport management professionals and researchers alike.