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Introduction to Data Science

College of Computer, Mathematical, & Natural SciencesComputer Science
CreditsN/A
·
Semester offeredN/A

Description

An introduction to the data science pipeline, i.e., the end-to-end process of going from unstructured, messy data to knowledge and actionable insights. Provides a broad overview of several topics including statistical data analysis, basic data mining and machine learning algorithms, large-scale data management, cloud computing, and information visualization. Prerequisite:Minimum grade of C- inCMSC216andCMSC250. Restriction:Permission of CMNS-Computer Science department. Credit Only Granted for:CMSC320,DATA320orSTAT426.

Course outline
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CMSC 320 has possible credit equivalents including COMP370 at McGill University.

CourseUniversityQwest Score
COMP370
Introduction to Data Science
McGill University69
558250
Data Analysis and Visualization
Dankook University68
558840
Data Mining
Dankook University66
557990
Big Data Mining
Dankook University65
540700
Computational Statistics
Dankook University65