A structured curriculum covering mathematical prerequisites (linear algebra, probability, calculus) and advanced deep learning topics with emphasis on language model alignment research. Targeted at people with strong quantitative backgrounds who are familiar with deep learning basics and want to specialize in LLM alignment.