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Course Features

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Duration

8 months

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Effort

4 hours per week

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Teaching Type

Self Paced

Course Description

The Data Mining Specialization covers both structured data that conforms to a defined schema and unstructured data that exists in the form natural language text. The course topics include data visualization, pattern discovery, clustering and text retrieval. The Capstone project is to solve real-world problems in data mining using Yelp's restaurant review data. This Specialization forms the lecture component of the online Master of Computer Science Degree (Data Science) courses 2-5. The degree program can be applied to either before or after the Specialization.

Course Overview

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Virtual Labs

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

What You Will Learn

Learn the general concepts of data mining along with basic methodologies and applications

Search engine technologies, which play an important role in any data mining applications involving text data

Major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making

Learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data

Course Instructors

JC

John C. Hart

Professor of Computer Science

John C. Hart is a Professor of Computer Science and an Associate Dean of the Graduate College at the University of Illinois at Urbana-Champaign. He received his Ph.D. in Electrical Engineering and Co...
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CZ

ChengXiang Zhai

Professor

ChengXiang Zhai is a Professor of Computer Science at the University of Illinois at Urbana-Champaign, where he also holds a joint appointment at the Institute for Genomic Biology, Statistics, and the...
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JH

Jiawei Han

Abel Bliss Professor

Jiawei Han is Abel Bliss Professor in the Department of Computer Science at the University of Illinois. He received his Ph.D. in Computer Sciences at University of Wisconsin in 1985. He worked as ass...
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Course FAQs

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How long does it take to complete the Specialization?

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