Northwestern University The Graduate School 24 courses
The following requirements are in addition to, or further elaborate upon, those requirements outlined in The Graduate School Policy Guide. To complete the Integrated Data Science (IDS) Certificate requirements, students will take five courses including at least one course from group A, at least two courses from group B, at least one course from group C, and a fifth course from any group. The courses currently available in each curriculum group are described below, developed in connection to the NSF IDEAS traineeship. Please note Machine Learning (COMP_SCI 349-0) will still count as an elective if taken before spring 2020. Data Management and Information Processing (COMP_SCI 317-0) is no longer offered; however it will still count as an elective if taken before Fall 2019.
Group A. Data Challenges in Domain Disciplines
| Code | Course Title | Credits |
|---|---|---|
| DATA_SCI 401-0 | Data-Driven Research in Physics, Geophysics, and Astronomy | 1 |
| BIOL_SCI 354-0 | Systems Biology | 1 |
Group B. Core Data Analytics
| Code | Course Title | Credits |
|---|---|---|
| DATA_SCI 421-0 | Integrated Data Analytics I | 1 |
Group B. Core Data Analytics
DATA_SCI 422-0/EARTH 353-0
| Code | Course Title | Credits |
|---|---|---|
| DATA_SCI 423-0 | Machine Learning: Foundations, Applications, and Algorithms | 1 |
Group C. Electives in Data Analytics
Click a course code or title to read the full course description.
Our subject experts help with essays, research papers, case studies, discussion posts, and capstone projects for these programs β written from scratch to your course requirements.
Program and course information is reproduced from each university's published academic catalog for informational purposes and may change. Always confirm current requirements with your university. We are an independent academic support service and are not affiliated with or endorsed by the universities listed.
Expert guides on essay writing, citation styles, study skills, and academic success.
View All Articles
Learn how to write a good research question for a paper. Narrow your topic, identify a research problem, and create a focused question with practical examples.
Learn how to choose a research topic you can actually research. Discover how to narrow broad ideas, find reliable sources, and develop a focused research question.
Learn how to cite sources in a research paper using APA, MLA, and Chicago styles, with in-text citation examples and reference-list tips.