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Syllabus
Course 1: Introduction to Data Mining
Course 2: An Introduction to Database Marketing
Course 3: Exploratory Data Analysis
Course 4: Emerging Standards in Data Mining
Course 5: Data Mining Techniques for Novices
Course 6: Advanced Data Mining Techniques
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Course 4: Emerging Standards
in Data Mining |
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Benefits
of Attending the Course
At the end of the course the attendees will:
• Gain an understanding into emerging standards
for Data Mining
• Gain an understanding of Knowledge Representation
and PMML
• Insights into the emerging standard Java API for
Data Mining
• Gain and appreciation for Microsoft’s OLE
DB/DM
Course Content
• Predictive Modelling Markup Language (PMML)
• Motivation for developing a Knowledge Representation
Standard based on XML
• Description of XML elements with PMML
• Examples of Data Mining Models represented in
PMML
• The Data Mining Group and the current state of
PMML
• The Java Data Mining API (JDMAPI)
• Motivation for building a standard API for Data
Mining
• Some Use Cases
• The concepts and associated interfaces
• Code Examples
• Related Standards
• OLE DB/DM
• XML for Analysis
Pre-requisites
Basic XML
Basic Java
Basic Object Oriented Methodologies
An Introduction to Data Mining
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