Machine Learning and Big Data
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Overview
Subject area
IS
Catalog Number
622
Course Title
Machine Learning and Big Data
Department(s)
Description
Prerequisites: IS 621This course teaches students to apply advanced machine learning techniques to big data sets. Students will learn how to apply both new and previously studied techniques to large data sets in a distributed computing environment. In particular, the course will make use of the Hadoop framework and the Mahout implementation of machine learning algorithms. Students will also learn to apply basic text mining techniques as well as how to implement a basic recommender system in Hadoop.
Typically Offered
Offer as needed
Academic Career
Graduate
Liberal Arts
No
Credits
Minimum Units
3
Maximum Units
3
Academic Progress Units
3
Repeat For Credit
No
Components
Name
Lecture
Hours
3
Requisites
026456
Course Schedule
Schedule
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