Cmu Lti Video Essay Assignment

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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

Fall

Spring

Summer

Year 1

Data Science Seminar

Machine Learning

Machine Learning for Text Mining

Advanced Machine Learning

Design and Engineering of Intelligent Information Systems

Big Data Analytics

Data Science Seminar

Capstone Planning Seminar

Machine Learning with Big Data Sets

Cloud Computing

Information Systems Project

Search Engines

Multimedia Databases and Data Mining

Large Scale Multimedia Analysis

Summer Internship

Year 2

Data Science Analytics Capstone

 

 

Example 2: Systems Major, 16 Months

Fall

Spring

Summer

 Year 1

Computational Data Science Seminar

Advanced Storage Systems

Cloud Computing

Distributed Systems

Machine Learning

Computational Data Science Seminar

Parallel Computer Architecture and Programming

Advanced Databases

Search Engines

Summer Internship

 Year 2

Computational Data Science Systems Capstone

 

 

Operating Systems or Web Applications

Example 3: Human-Centered Data Science Major, 16 Months

Example Schedule

Fall

Spring

Empirical Analysis of Interactive Systems

ML
Econometrics
Social Web
Network Science
Business Analytics

Interactive Data Science
Psych Found for Design Impact
Econometrics
DHCS

 Social Web Analytics & Design

ML
ARM
Social Web
Network Science

Crowd Programming
Data Pipeline
ML for Text Analytics
DHCS

Ubiquitous Computing

DHCS
ML
ARM

Interactive Data Science
Rapid Prototyping
Gadgets
Usable Priv & Security
Advanced ML

Educational Software Design

DHCS
ML
ARM
Learning Analytics and EDS

Learning with Peers
Psych Found for Design Impact
ML with Big Data
ML with Text Analysis

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