Introduction to Topic Modeling in NLP
Learn the basics of Topic Modeling — a powerful NLP technique used to uncover hidden topics in large text datasets. In this beginner-friendly video, we explain what topic modeling is, why it's important, and how models like Latent Dirichlet Allocation (LDA) work in simple terms. Whether you're a data science student, NLP enthusiast, or just curious about how machines read text, this is the perfect starting point!
✅ What you'll learn:
What is Topic Modeling?
Real-world use cases (news, reviews, research)
How LDA identifies topics
Visual examples of topics from documents