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Calvin University Course Info

Grand Rapids, Michigan

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Course Info

Search for courses by clicking on letters of the alphabet or by using a search bar. Explore course description, number of credits required and course sequences to satisfy graduation requirements.


DATA 202

Information Systems and Data Management

An exploration of data ecosystems for the collection, storage, preparation, and processing of data through its lifecycle and at various scales, from desktop to parallel cloud systems. Students will learn to address the challenges in collecting, consolidating, preparing, and processing data for large and very large scale research projects. Specific topics include standards in data encoding, data formatting, data exchange between disparate systems, the general components of enterprise systems, data cleansing, database systems (relational and NoSQL), and cloud technologies to store and accelerate the processing of very large data sets using parallelism. Students will explore the many sources from which data are collected, including enterprise systems, the internet of things and data streams, as well as tools for their real time analysis. Laboratory

Units: 3.0

Prerequisites:
CS 106 - Introduction to Scientific Computation and Modeling
or
CS 104 - Applied Computing
and
CS 108 - Introduction to Computing
or
CS 106 - Introduction to Scientific Computation and Modeling
and
CS 104 - Applied Computing
and
IS 171 - Computing with Spreadsheets
and
IS 141 - Computing with Databases
or
DATA 101 - Data Science for Everyone