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ENGS 112

ENGS 112. Fall 2003 Topic: Data and Process Mining. Syllabus. 1 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

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ENGS 112

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  1. ENGS 112 Fall 2003 Topic: Data and Process Mining

  2. Syllabus 1 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

  3. What you will learn…. • Web services (.Net) framework • Data mining basics • SQL Database operation • Visual Studio environment • Advanced initiatives – autonomic computing • Speaking/presentation skills

  4. 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

  5. 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

  6. 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

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