Download Lecture 1, Mar 28, 2003

ENGS 112
Fall 2003
Topic: Data and Process Mining
Syllabus
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Goals of course, general overview
Visual Studio .net and web services
XML, SOAP, WSDL, UDDI, etc
Data mining
applications
market basket analysis, doubleclick,
churning
techniques
privacy issues
SQL and Databases
Semantic web concepts
RDF, DAML, Ontologies
Process descriptions/models
HMM's, Decision Trees, Petri nets
Autonomic Computing and other related technologies
Projects
Projects
Wrapup
What you will learn….
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Web services (.Net) framework
Data mining basics
SQL Database operation
Visual Studio environment
Advanced initiatives – autonomic computing
Speaking/presentation skills
What you will do….
• Presentations
– at least one report about a paper (10-15 mins)
– final project report (1/2 hour)
• Projects
– several homework type assignments
– more ambitious, final project
• Reading about new technology
• Using new technology
First Assignment (due April 10)
• Install Visual Studio .Net on your machine
• Develop XML Schema or DTD for a domain
• Write a Visual Studio program to parse XML
according to Schema/DTD
• Perform other computation on XML
Logistics
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11 block
X periods on Tuesdays
My travel schedule - we will use X periods
Laptops if needed can be obtained from
Shay Cooper
• Visual Studio CD’s – Yijin will announce
• Web site for class will be developed soon
• Introductions