BI ACADEMY WORKHOP · PDF fileBI ACADEMY WORKHOP 2016 Prof. Dr.-Ing. Peter Lehmann Stuttgart...
Transcript of BI ACADEMY WORKHOP · PDF fileBI ACADEMY WORKHOP 2016 Prof. Dr.-Ing. Peter Lehmann Stuttgart...
BI ACADEMY WORKHOP 2016
Prof. Dr.-Ing. Peter Lehmann
Stuttgart Media University
08.03.2016
www.bi-academy.eu
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What are the Challenges in teaching BI?
◦ Wixom, B. H. and T. Ariyachandra (2013). State of Business Intelligence in Academia 2012, BI Congress III.
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We want to change a few things…
◦ We provide realistic business scenarios….
◦ We provide actual data sets…
◦ We provide support for our case studies…
◦ We know, what is important in teaching BI…
◦ We are international, multi-lingual….
◦ We want students to learn andhave fun …
◦ We want to teach students, not subjects!
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Introducing Adventure-Bikes
Stuttgart
Berlin
Hambourg
Cologne
Zurich
Paris
Nice
Amsterdam
London
San Francisco
Denver
Miami
Chicago
Boston
Malaga
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Fr.
Module 1: Online Analytical Processing
◦ Learning Objectives
OLAP look-and-feel
Calculations, KPIs, Conditional Formating
Analysing a Star Schema
Adding external Data to the Schema
Using Data Analysis Expressions
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Module 2: Multi-Dimensional Modelling
◦ Learning Objectives
Multi-Dimensional FactModelling with DFM
Transforming to a StarSchema
Working with Data Cubes
Galaxy Schema (Multi-Facts)
Currency Conversion
THE DIMENSIONAL FACT MODEL:
A CONCEPTUAL MODEL FOR DATA WAREHOUSES1
MATTEO GOLFARELLI, DARIO MAIO and STEFANO RIZZI
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Module 3: Data Mining
◦ Learning Objectives
Understand the KnowledgeDiscovery Process (DM-CRISP)
Implementing a Sales Campaign
Using Decision Trees
Using Clustering
Using Naïve Bayes
Using Prediction
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Module 4: Data Warehouse Architecture
◦ Learning Objectives
Data Warehouse ArchitecturePrinciples (Staging, ODS, Data Marts)
ETL Processes
Transformation Rules
Slowly Changing Dimensions
Data Aggregation
Drill-Through
Self-Service BI Interfaces
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Module 5: Business Planning
◦ Learning Objectives
Integrated Planning versus Excel-Spreadsheet-Copy-Paste-or-VBA
Modelling Multi-Facts Schema
Understanding planning hierarchiesand planning models
Creating WriteBack Cubes
Using What-If Scenarios
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What’s Required?
◦ Software
Microsoft Office 2013 Pro Plus (!) or Office 365 Pro Plus check your licences!
Microsoft SQL Server 2012 Business Intelligence Edition MSNAA (Dreamspark) Account
◦ Licence
BIA licence Key is required!
No fees!
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Let’s try
◦ OLAP – Access the Data Warehouse (Flatfile)
Server: dwh.bi-academy.eu
User: robert.jones
Password: password123
◦ OLAP – Access the Data Warehouse (Star Schema)
Server: dwh.bi-academy.eu
User: mike.farmer
Password: password123
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Links
◦ BI-Academy
www.bi-academy.eu
◦ BI Academy Symposium 2014, 26.11.2014, Stuttgart Media University, Germany
http://www.bi-academy.eu/?p=2770
◦ BI Modeller (Dimensional Fact Modell)
http://www.bimodeler.com/
https://www.youtube.com/watch?v=oMnqZKevGHw
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