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Data Mining and Knowledge Discovery

edX, Online
Length
8 weeks
Next course start
Start anytime See details
Course delivery
Self-Paced Online
Length
8 weeks
Next course start
Start anytime See details
Course delivery
Self-Paced Online
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Course description

Data Mining and Knowledge Discovery

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.

Upcoming start dates

1 start date available

Start anytime

  • Self-Paced Online
  • Online
  • English

Suitability - Who should attend?

Prerequisites:

  • Algorithm

Outcome / Qualification etc.

What you'll learn

  • 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

Training Course Content

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

Course delivery details

This course is offered through The Hong Kong Polytechnic University, a partner institute of EdX.

6-10 hours per week

Expenses

  • Verified Track -$350
  • Audit Track - Free
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