Summary of assignments and grading
All assignments are due by midnight on the date listed.
| Due date | Assignment | Points |
| Feb 2 | Final project: “Pie in the sky” ideas | 3 |
| Feb 9 | Final project: Preliminary proposal | 5 |
| Feb 23 | Final project: Final proposal | 8 |
| March 2 | Mid-term problem set | 25 |
| March 30 | Final project Midterm report | 12 |
| April 27 | Final project: Presentation | 10 |
| May 4 | Final project: Final paper | 30 |
| N/A | Participation | 7 |
Readings
For each class, there are 1-2 required readings, as well as several “recommended” and “optional” readings. Students are expected to read the required readings in detail, except where noted otherwise (occasionally we will ask you to skim a reading, or to only read a specific section). Students are not required to read the “recommended” or “optional” readings, but you may find the material interesting.
Throughout the semester, the professor may “cold call” on students with questions about the required readings. These will not be “trick” questions, but are intended to ensure that students actively and critically read the assigned material.
Mid-term problem set
Students should select one of the following two assignments, to complete by March 2.
- Predicting poverty from satellite imagery (details). Group size: 3-4 students
- Mining mobile phone metadata (details). Group size: 2-3 students
Final project (details)
Students are expected to complete a semester-long group project that involves includes some amount of data analysis and some amount of social and ethical analysis. While the format and topic of the final project is flexible — so long as it’s focused on big data and development — we expect students will produce high quality work that could be submitted for publication. More details on expectations for the final project, along with project ideas and a compendium of publicly available data sets, is available in the section on final projects.
Late policy
For late assignments, 10% of the credit awarded will be subtracted from the grade for each day late.