- The midterm study guide will be distributed with the midterm exam.
- The final study guide will be distributed with the final exam.

Exams and practice exams from previous semesters can be found below. These exams may differ slightly in terms of material covered and syntax used, as the `datascience`

module has changed over time.

**Midterms:**

- Spring 2020 midterm / solution
- Fall 2019 midterm / solution
- Spring 2019 midterm / solution
- Fall 2018 midterm / solution
- Spring 2018 midterm / solution
- Spring 2017 midterm / solution
- Spring 2017 practice midterm / solution
- Summer 2017 midterm / solution
- Fall 2016 midterm

**Finals:**