The Basic Concepts You Need to Know About Natural Language Processing
Learn machine learning and NLP basics. Explore text preprocessing, feature extraction, and model training. Apply NLP to analyze tweets for keywords like "taxi."
Welcome to the "Practical Application of AI Large Language Model Systems" Series
Earlier, we learned the basic concepts of machine learning and some common classic algorithms. In this lesson, we will prepare to understand the fundamentals of large language models by learning the basics of Natural Language Processing (NLP).
The rise of large language models is due to breakthroughs in both machine learning and NLP. Therefore, we'll spend this lesson discussing NLP-related knowledge.