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
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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