Introduction to digital platform analytics covering data collection, pre-processing, analysis, presentation, structured/unstructured data, supervised/unsupervised learning, text mining, recommendation systems, and algorithm bias.
Professor Qinglai He was described as passionate and caring, with a teaching style that made classes engaging. Students noted she deeply wanted everyone to succeed and was considered one of the best professors at UW.
Recent recorded grades — Spring 2024: 3.93 GPA, 96.6% A/AB (n=29 letter grades); Spring 2025: 3.62 GPA, 76.5% A/AB (n=17 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=18 letter grades).