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HKUSTx: Data Mining and Knowledge Discovery

Learn how to discover knowledge in data via data mining.

Data Mining and Knowledge Discovery
8 weeks
6–10 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available

There is one session available:

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Starts Apr 18
Ends Jul 29
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Data Mining and Knowledge Discovery

About this course

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Data mining has recently emerged as a major field of research and applications. Aimed at extracting useful and interesting knowledge from large data repositories such as databases and the Web, data mining integrates techniques from the fields of database, statistics and AI.

At a glance

  • Language: English
  • Video Transcript: English
  • Associated programs:
  • Associated skills:Research, Knowledge Discovery, Web Mining, Data Mining

What you'll learn

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  • Apply the clustering techniques to find clusters within the data
  • Use the classification techniques to conduct classification and predication
  • Use the knowledge of frequest pattern mining to discover patterns from the data
  • Learn data warehouse techniques for data analysis

Syllabus

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  • Association
  • Clustering
  • Classification
  • Data Warehouse
  • Data Mining over Data Streams
  • Web Database

Who can take this course?

Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.

This course is part of Big Data Technology MicroMasters Program

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Expert instruction
5 graduate-level courses
Self-paced
Progress at your own speed
9 months
6 - 10 hours per week

Ways to take this course

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Certificate

Free

Price

$439 USD

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Access to course materials

Unlimited

Limited

Expires on Jun 13

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Graded assignments and exams

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