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Course Description
Introduction to data mining analytics techniques, familiarity with particular real- world applications, challenges involved in these applications, and future directions of the field. Hands-on experience with open-source software packages.
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Professor of Record
Stephen Wallace
Audience
Undergraduate students (407) & Graduate students (707)
Learning Objectives
After taking this course, students will be able to:
- Document, analyze, and translate data mining needs into technical designs and solutions.
- Apply data mining concepts, algorithms, and evaluation methods to real-world problems.
- Employ data storytelling and dive into the data, find useful patterns, and articulate what patterns have been found, how they are found, and why they are valuable and trustworthy.
Course Syllabus
IST 407/707 Fall 2021 Syllabus - Joshua Introne
IST 407/707 Spring 2021 Syllabus - Yang Yang
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