Section outline

  • Lecture 8: Unsupervised Learning

    Unsupervised learning, clustering, and dimension reduction

    Faculty:  Aaron Wolfe Scheffler

    • Pre-recorded lecture - watch before live Zoom class session (Access restricted to registered students):

      Not available unless: You belong to Registered Students Only
    • Biostat 202 Lecture 8 - module 1 URL
      Not available unless: You belong to Registered Students Only
    • Biostat 202 Lecture 8 - module 2 URL
      Not available unless: You belong to Registered Students Only
    • Biostat 202 Lecture 8 - module 3 URL
      Not available unless: You belong to Registered Students Only

    • Live Interactive Discussion (Access restricted to registered students): Zoom URL. Brief formal review of lecture followed by question and answer discussion. Recorded lecture should be viewed prior to this session.

      https://ucsf.zoom.us/j/99789000780?pwd=b3JVLzd2cWI5VTJNWkJEOEVDYnQ5UT09

    • Biostat 202 Lecture 8 - RECORDED Zoom Session URL
      Not available unless: You belong to Registered Students Only
    • Biostat 202 Lecture 8 - CLASS File
    • Biostat 202 Lecture 8 - CLASS File
    • Biostat 202 Lecture 8 - Orange Clustering Demo File
    • Biostat 202 Lecture 8 - Orange PCA Demo File
    • Biostat 202 Lecture 8 - Orange t-SNE Demo File

    • Lecture Slides:

    • Biostat 202 Lecture 8 - Machine Learning 5 File
    • Biostat 202 Lecture 8 - Machine Learning 5 File

    • Lecture Audio/Video Recording (Access restricted to registered students):