Time Series Lab

Time Series Lab: Theory & Practice is a discussion-driven learning group for people who work with or are curious about temporal data and want to understand it beyond running black-box models. We alternate between theory-focused sessions (foundations like stationarity, state-space models, Bayesian and causal time series) and applied sessions (real-world papers, case studies, and datasets from domains like healthcare, product analytics, finance, and sensors). The emphasis is on assumptions, modeling choices, and failure modes—what works, what breaks, and why.