INET 4061
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Credits4
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Delivery MethodFully online
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Related Program
About This Course
Introduction to data science. Design strategies for business analytics: statistics for machine learning, core data mining models, data pipeline, visualization. Hands-on labs with data mining, statistics, and in-memory analytics software.
Sample course topics: Data science, statistics for machine learning, linear regression, classification, model features, ensemble models, textual and graph analysis, deep learning, and machine learning platform.
Sample textbooks: Data Mining: Examples and Case Studies by Yanchang Zhao, and Programming in Python by Wes McKinney