engs 112
DESCRIPTION
ENGS 112. Fall 2003 Topic: Data and Process Mining. Syllabus. 1Goals of course, general overview 2Visual Studio .net and web services XML, SOAP, WSDL, UDDI, etc 3Data mining applications market basket analysis, doubleclick,churning techniques privacy issues - PowerPoint PPT PresentationTRANSCRIPT
ENGS 112
Fall 2003
Topic: Data and Process Mining
Syllabus1 Goals of course, general overview
2 Visual Studio .net and web services
XML, SOAP, WSDL, UDDI, etc
3 Data mining
applications
market basket analysis, doubleclick, churning
techniques
privacy issues
4 SQL and Databases
5 Semantic web concepts
RDF, DAML, Ontologies
6 Process descriptions/models
HMM's, Decision Trees, Petri nets
7 Autonomic Computing and other related technologies
8 Projects
9 Projects
10 Wrapup
What you will learn….
• 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
• 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