Distinguished Speaker Series: Three principles of data science: predictability, computability, and stability (PCS)
Prof. Bin Yu, Departments of Statistics and Electrical Engineering & Computer Science, UC Berkeley
In this talk, I'd like to discuss the intertwining importance and connections of three principles of data science in the title and the PCS workflow that is built on the three principles. The principles will be demonstrated in the context of two collaborative projects in neuroscience and genomics for interpretable data results and testable hypothesis generation. If time allows, I will present on-going research on PCS inference.