CS224N: NLP with Deep Learning

Learning Path: NLP / LLM Engineer

NLP/LLM Engineers build products and systems powered by large language models — working with LLM APIs, fine-tuning models on custom data, building RAG systems, and deploying text-generation applications. The field has exploded since the release of GPT-4 and Claude.

Learning Path: AI Research Scientist

AI Research Scientists advance the fundamental science of artificial intelligence — inventing new algorithms, architectures, and training techniques. They work at top tech labs (Google DeepMind, Anthropic, Meta AI, OpenAI) and universities, publishing research that shapes the entire field.