| Week | Date | Meeting |
|---|---|---|
| 1 | 1/7 | Lecture 0: Introduction [slides] Homework 1: VM Setup, Self-Introduction, and OpenRefine [link] |
| 2 | 1/12 | Lecture 1: Data Cleaning [slides] |
| 1/14 | Lab 1: Data Wrangling and Exploration [link, slides] Team Assignment [link] |
|
| 3 | 1/19 | MLK Day; No Class |
| 1/21 | Lecture 2: Relational Data Processing [slides] Homework 2: Relational Data Processing [link] |
|
| 4 | 1/26 | Lab 2: More Relational Data Processing [link, slides] (Slightly) Updated Team Assignment [link] |
| 1/28 | Lecture 3: Record Linkage [slides] Homework 3: Record Linkage and Fuzzy Matching [link] |
|
| 5 | 2/2 | Lab 3: Record Linkage and Fuzzy Matching [link, slides] |
| 2/4 | Lecture 4: Basic Stats & Probability [slides] Homework 4: Basic Stats & Probability [link] |
|
| 6 | 2/9 | Lab 4: Introducing Classification [link, slides] Team Assignment Round II [link] |
| 2/11 | Lecture 5: Text Analysis [slides] Homework 5: Text Analysis [link] |
|
| 7 | 2/16 | Lab 5: Text Analysis [link] |
| 2/18 | Lecture 6: Prediction [slides] Homework 6: Classification [link] |
|
| 8 | 2/23 | Lab 6: Tweaking Classifiers [link, slides] Project Team Formation [link] |
| 2/25 | Lecture 7: Clustering [slides] Homework 7: Clustering [link] |
|
| 9 | 3/2 | Lab 7: In-Class Proposal Presentation Project Proposal Due [link] Project Teams [link] |
| 3/4 | Lecture 8: Graph Data [slides] Homework 8: Graph Data [link] |
|
| 10 | 3/9 | Spring recess |
| 3/11 | Spring recess | |
| 11 | 3/16 | Lab 8: Graph Detective [link, slides] |
| 3/18 | Lecture 9: Visualization (Guest Lecturer: Angela Zoss) [slides] Homework 9: Visualizing Congress Data [link] |
|
| 12 | 3/23 | Lab 9: Competition of Homework 9 Solutions |
| 3/25 | Lecture 10: MapReduce [slides] Homework 10: MapReduce [link] |
|
| 13 | 3/30 | Lab 10: Project Work Project Mid-Term Report Due [link] |
| 4/1 | Lecture 11: Graph+ MapReduce [slides] Homework 11: Graph+MapReduce [link] |
|
| 14 | 4/6 | Lab 11: Graph Sampling [link, slides] |
| 4/8 | Lecture 12: Data Streams [slides] Homework 12: Bloom Filter [link] |
|
| 15 | 4/13 | Lab 12: Project Work |
| 4/15 | Lecture 13: Ethics / Privacy [slides] | |
| 16 | 4/20 | Lab 13: Project Work Vote for the T-shirt designs here! |
| 4/22 | Mini-Conference | |
| 17 | 4/30 (Thursday 2-5pm) | Mini-Conference Collage of All Projects [slide] |
|