rm world 2014: bi assisted predictive analytics

How BI assisted predictive analytics provide strategic advice

RapidMiner World, 19 Aug 2014

Tong Ji

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Products, in more detail

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Marketing

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Clusters

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Clusters

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Back to BI

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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

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Business Wisdom

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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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