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To earn an MCDS degree, student must pass courses in the core curriculum, the MCDS seminar, a concentration area and electives. Students must also complete a capstone project in which they work on a research project at CMU or on an industry-sponsored project.
In total, students must complete 144 eligible units of study, including eight 12-unit courses, two 12-unit seminar courses and one 24-unit capstone course. Students must choose at minimum five core courses. The remainder of the 12-unit courses with course numbers 600 or greater can be electives chosen from the SCS course catalog. Any additional non-prerequisite units taken beyond the 144 units are also considered electives.
MCDS students must also pass the undergraduate course 15-513 Introduction to Computer Systems (6 units), typically in the summer before their program commences. The student must pass with a grade of B- or better. Failure to pass the course means that the student takes 15-213 during either the fall or spring semester. Note that in both cases the units do not count toward the 144 eligible units of study.
Some example courses of study are included below.
Example 1: Analytics Major, 16 Months
Data Science Seminar
Machine Learning for Text Mining
Advanced Machine Learning
Design and Engineering of Intelligent Information SystemsBig Data Analytics
Data Science Seminar
Capstone Planning Seminar
Machine Learning with Big Data Sets
Information Systems Project
Multimedia Databases and Data MiningLarge Scale Multimedia Analysis
Data Science Analytics Capstone
Example 2: Systems Major, 16 Months
Computational Data Science Seminar
Advanced Storage Systems
Computational Data Science Seminar
Parallel Computer Architecture and Programming
Computational Data Science Systems Capstone
Operating Systems or Web Applications
Example 3: Human-Centered Data Science Major, 16 Months
Empirical Analysis of Interactive Systems
Interactive Data Science
Social Web Analytics & Design
Interactive Data Science
Educational Software Design
|Learning with Peers|
Psych Found for Design Impact
ML with Big Data
ML with Text Analysis