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DATA471

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Data Management for Data Scientists

Faculty of Science SC - Faculty of Science

Subject

DATA - Data Science

Description

Current mechanisms for data management. It investigates various types of data models for dealing with various types of data, including big data with all its V's (e.g., volume, velocity, variety, etc.). In particular, the current offering of the course covers, the conceptual model, the relational model, its standard query language SQL, and relational database design. Additionally, it covers NoSQL databases as well as ACID and BASE data management techniques, with emphasis on state-of-the-art platforms like HADOOP and SPARK.

Prerequisite(s): Data Science 221 and Computer Science 319.

Course Attributes

Fee Rate Group(Domestic) - A, Fee Rate Group(International) -A, GFC Hours (3-2T)

Courses may consist of a Lecture, Lab, Tutorial, and/or Seminar. Students will be required to register in each component that is required for the course as indicated in the schedule of classes. Practicums, internships or other experiential learning modalities are typically indicated as a Lab component.

Component

LEC

Component

TUT

Units

3

Repeat for Credit

No

Subject code

DATA
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