This website contains the teaching materials that I create for DSA5209 Stochastic Methods and Inferences for Big Data in AY25/26 Semester 2 (Jan-Apr 2026). This is the first time that the course is taught at NUS, and I sincerely welcome comments and suggestions on these materials, especially since I am far from an expert in some of the contents.