Knowledge Engineering and Business Intelligence

Dear students,

We will have an additional lecture on Wednesday, 3rd of June, 12:45pm - 2:00pm. The link is https://fhnw.zoom.us/j/95153387074

We will give a short repetition of the topics and how they relate to each other. Furthermore, there will be a Q&A session.

Best regards, Knut

• Assignment: Health Insurance: Combining Learning with Knowledge Engineering (incl solution)
• Recording (password on request)

• Lecture “Neuronal Networks”
  • Whiteboard: Holger's Whiteboard
  • Slides: Neuronal Networks
  • Example for Backpropagation: Excel
  • Colab example: Fraud detection of credit card usage
  • Recording (Password on request)

• Lecture “Case-Based Reasoning”
  • Slides: Case-Based Reasoning
  • Assignment and Solution: CBR for Health Insurance Applications
  • Recording (Password on request)

• Lecture “Business Intelligence”
  • Business Intelligence: Making Informed Decisions

• Lecture: “Business Performance Management”
  • Slides: Business Performance Management and Balanced Scorecard
  • Exercise: Balanced Scorecard for Swiss Bikes
  • Case: Swiss Bikes

• Lecture: “Data Warehousing”
  • Slides: Data Warehousing
  • Book: Kimball, R and Ross, M. (2013). The Data Warehouse Toolkit, 3rd Edition, Wiley and Sons.

• Recording BI, Peformance Management and Data Warehouse (Password on request)

• Lecture: “Reporting and Online Analytic Processing”
  • Slides: BI Tools - Frontend: Reporting and Dashboards
  • Slides: BI Tools - Frontend: Online Analytic Processing
  • Poster: Better Reports
  • Recording (Password on request)

Exam Dates A.Y. 2019/2020

• to be announced

Exam rules: