📚AI Courses4

Stanford CS336: Language Modeling from Scratch

Stanford Online

Language models serve as the cornerstone of modern natural language processing (NLP) applications and open up a new paradigm of having a single general purpose system address a range of downstream tasks. As the field of artificial intelligence (AI), machine learning (ML), and NLP continues to grow, possessing a deep understanding of language models becomes essential for scientists and engineers alike. This course is designed to provide students with a comprehensive understanding of language models by walking them through the entire process of developing their own. Drawing inspiration from operating systems courses that create an entire operating system from scratch, we will lead students through every aspect of language model creation, including data collection and cleansing for pre-training, transformer model construction, model training, and evaluation before deployment. Course Website: https://stanford-cs336.github.io/

Stanford CS230: Deep Learning

Stanford CS329H: Machine Learning from Human Preferences

Stanford CME295 Transformers & LLMs