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How BI assisted predictive analytics provide strategic advice
RapidMiner World, 19 Aug 2014
Tong Ji
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3
4
Products, in more detail
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Marketing
6
Clusters
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Clusters
8
Back to BI
9
The Synergy
Business Analytics
– Independent of Human Action
– Algorithms, Iterative, Structured
– Knowledge discovery at Higher Dimension
Business Intelligence
– Interactive, Visual Data Analysis,
– Knowledge Discovery is Performed by User
– 3 – 4 links Maximum
10
Business Wisdom
11
Abstract
Concrete
CRISP-DM context
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RapidMinerRapidMinerRapidMiner
Business Intelligence
Business Intelligence
Comparison
Features Business Intelligence RapidMiner
Drill Down a
Slice & Dice a
Geo Information a
Highlights a
Advanced Dashboards a
Advanced Data transformation a
Data Cleansing a
Unstructured data extraction a
Model training and application a
Load Structured data a a
Visualized Analytics a a
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Architecture
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Web Browser
RapidMiner Studio
RapidMiner Studio
RapidMiner Server
Data Sources
Integration
DB / DWH / Files…
Business Appslike ERP, CRM…
NoSQL,Hadoop, Web…
Scheduling, Execution, Repository, Access Rights
Reporting, Administration
Application (BI, ERP,CRM…) / Portal
Java SE/EE Application
Server Application
Databases / DWHs / OLAP-Cubes
We
b S
erv
ice
AP
I
Business Intelligence
BI Dashboard
BI Server
Integration
Common Data Source, e.g. Relational Database, HDFS
Compatibles data file
– Import BI Data & Metadata
– Export Analytics into BI Dashboard
Server Side Integration
Support for Big Data
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