Natural Language Processing & Large Language Models

This program covers the full spectrum of Natural Language Processing, from foundational linguistic theory to the latest advances in large language models. You will learn how to pre-train, fine-tune, and deploy state-of-the-art language models for real-world applications. Topics include tokenization, word embeddings, attention mechanisms, transformer architectures, RLHF, prompt engineering, and responsible AI deployment. Capstone projects involve building your own language model pipeline.