University of Arizona 3 credits Management Information Systems
This course introduces data mining algorithms that are suited for developing Internet-based information systems in business intelligence, search engines, knowledge management systems, web/data/text mining, national security, and biomedical informatics. The course contains lectures, readings, lab sessions, and a large-scale hands-on system development project. The course comprises introductions to big data, APIs for data collection, basic algorithms for traversing the Internet (e.g. tree/graph traversal) followed by robust web/data/text mining algorithms (e.g., neural networks, decision trees), and practical natural language processing algorithms and tools. These are introduced in the context of modern and emerging information systems in business, engineering, and bioinformatics.
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