K-means clustering, perceptron algorithm, evaluating model performance, neural networks, learning theory and dimension reduction. Graduate standing.
This course can be applied toward:
STAA 577 (Statistical Learning and Data Mining) or concurrent registration.
Tuition includes access to lecture recordings which are available by streamed video. Lecture recordings may also be available by download or on DVD. To determine viewing options, contact the Department of Statistics degree program staff at firstname.lastname@example.org. Visit the Department of Statistics website to learn more about what to do after registration, including creating your eID (if necessary) and accessing your course.