Q: I'm a rising junior interested in participating in the statistics and machine learning program. However, I'm a history major, and as such I am not sure how feasible it is to include data analysis into my independent work. Is it possible to work around this requirement or supplement it with something else given my circumstances?
A: No. Unfortunately, you have to use statistics and/or machine learning in your independent work. However, the breadth of these methods have expanded beyond the sciences. For example, the digital humanities makes heavy use of data analysis methods.
Q: To what extent would I need to use statistics and/or machine learning? Would I need to develop my own study/methodology?
A: Statistics and/or machine learning must play a major role in your independent work. You do not necessarily have to develop new methods but you must apply statistical and/or machine learning methods to your question of interest. The independent work is a culmination of your education at Princeton: you need to demonstrate that you can apply methods you've learned in order to answer research questions. We will also have a poster session where you will be presenting your work to SML faculty.
Q: Would taking a more advanced course than those listed in the "Fundamentals of Statistics" or "Fundamentals of Machine Learning" category fulfill the requirement?
A: Yes, that is possible but students must obtain permission of the certificate director. In addition, students are required to take a total of 5 courses in order to be qualified for the SML certificate.
Q: If students are only allowed to take 2 courses from one concentration, then is the example path for CS student's incorrect?
A: So long as students are not using more than two courses towards another degree program (i.e., departmental major or another certificate program), they are allowed to count these courses towards the SML certificate.
Q: Is PDF acceptable for courses?
A: No. Students must take 5 courses and earn at least a grade of B- for each course.
Q: Can I present at the poster session during my junior year?
A: Yes, as long as you have fulfilled the independent work requirement and submitted the work to the faculty committee by the appropriate deadline.
Q: I would like to do a joint presentation at the poster session with another SML certificate student, is this allowed?
A: No. Unfortunately, your independent work or thesis needs to be done and presented independently to receive credit toward your certificate.
Q: Can I submit an independent work during my senior year that is not my senior thesis?
Q: How can I propose a different course for the certificate (for instance, if I am studying abroad and would like a course from the institution abroad to count towards the certificate requirements)?
A: You must submit a PDF copy of the official course syllabus to the Academic Program Coordinator and the Director of the Certificate Program. The syllabus must include information about the course materials and assignments.