Schedule
The pace of the class is guided by student mastery and interests. There can be minor changes in the schedule. Please review the materials before each meeting. Slides are accessible via your NC State email if you are enrolled. Access requests are unnecessary as the slides are already shared with your NC State email.
Date | # | Topics | Mode | Slides | Materials | Code/Tutorial | Data | Assignments |
---|---|---|---|---|---|---|---|---|
08/21 | 01 | GLM 1: MLE & Binary Dependent Variables | Multimodal | |||||
08/28 | 02 | GLM 2: Ordinal Dependent Variables | In-Person |
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09/04 | 03 | GLM 3: Categorical Dependent Variables | In-Person | Quiz 1 | ||||
09/11 | 04 | Advanced DiD 1: Synthetic Control | Multimodal | Problem Set 1 | ||||
09/18 | 05 | Advanced DiD 2: Time-Variant Treatments | Multimodal | |||||
09/25 | 06 | ML 1: Introduction to Machine Learning | Multimodal | |||||
10/02 | 07 | ML 2: Supervised ML – Classification | In-Person | Quiz 2 | ||||
10/09 | Instructor at Conference | NA | Problem Set 2 | |||||
10/16 | 08 | Paper Review Presentation | Remote | Paper Review | ||||
10/23 | Final Project Idea Consultation (One-on-One) | NA | ||||||
10/30 | 09 | ML 3: Supervised ML – Regression | Remote | |||||
11/06 | 10 | ML 4: Unsupervised ML – Applications to NLP | Multimodal | |||||
11/13 | 11 | Factor Analysis 1: EFA (By Dr. William Swann) | In-Person | Quiz 3 | ||||
11/20 | 12 | Factor Analysis 2: CFA (By Dr. William Swann) | Multimodal | |||||
11/27 | Thanksgiving | NA | Problem Set 3 | |||||
12/04 | 13 | Paper & Presentation | In-Person | Final Project |