CSE 591 Lecture Schedule

8/26*        L0: Course Introduction/Administration

8/28        L1: Introduction to Data Science                                        (HW out)

9/2*        Post Labor Day (classes cancelled)

9/4        L2: Python for Data Science I (Rami al-Rfou)

9/9        L3: Exploratory Data Analysis

9/11        L4: Statistical Significance and P-values                                (project assignments out)

9/16        L5: Principles of Visualizing Data / Video tutorial                        (HW in)

9/18        L6: Effective Data Visualization

9/23        L7: Building and Validating Models                                (back reel video in)

9/25*        L8: Python for Data Science II (Rami al-Rfou)

9/30        Background presentation / brainstorming -- groups 1 and 2

10/2        Background presentation / brainstorming -- groups 3 and 4

10/7        Background presentation / brainstorming -- groups 5 and 6

10/9        Background presentation / brainstorming -- groups 7 and 8        (background reports/video in)

10/14        L9: Linear Algebra: Review

10/16        L10: Linear Algebra: Applications

10/21        L11: Regression / Logistic Regression

10/23        L12: Features / Dimension Reduction

10/28        L13: Scores and Rankings

10/30        L14: Support Vector Machines

11/4        L15: Clustering

11/6        L16: Outlier Detection / Data Cleaning

11/11        Progress report presentations -- groups 1, 2, 3, and 4

11/13        Progress report presentations -- groups 5, 6, 7 and 8                (progress reports/video in)

11/18        L17: Network Data / Analysis

11/20        L18: Achieving Scale

11/25        L19: Crowdsourcing

11/27        Thanksgiving (class cancelled)

12/2        Final model presentations -- groups 1, 2, 3, and 4

12/4        Final model presentations -- groups 5, 6, 7, and 8                        (presentation video in)

12/12        Group debriefing meetings in lieu of final exam                         (final reports  / webpage in)

*/*        Project-specific event date                                        (post-event video in)