Advanced NLP: Introduction to GPT

Generative Pre-trained Transformer (GPT) models go beyond classifying and predicting text behavior to helping actually generate text. Imagine an algorithm that can produce articles songs books or code – anything that humans can write. That is what GPT can help you achieve. In this course discover the key concepts of language models for text generation and the primary features of GPT models. Next focus on GPT-3 architecture. Then explore few-shot learning and industry use cases and challenges for GPT. Finally practice decoding methods with greedy search beam search and basic and advanced sampling methods. Upon completing this course you will understand the fundamentals of the GPT model and how it enables text generation.