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Chapter 2:Business Problems and Data

Science SolutionsISM 6356

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Topics Discussed…

- Business Problems- Data Mining Algorithms

- Data Mining Methods

- Data Mining Proess

- !ther Anal"tis #ehni$ues and #ehnologies

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Data Mining Algorithm Tasks

1% &lassi'ation2% (egression

3% Similarit" Mathing

)% &lustering

5% &o-ourrene grou*ing

6% Pro'ling

+% ,in Predition

.% Data (edution

/% &ausal Modeling

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Data Mining Methods

- Su*erised Methods

- nsu*erised Methods

Data Mining Process

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Other Techniues and Technologie

- Statistial "*othesis #esting- Database uer"ing

Data Warehousing

(egression Anal"sis

Mahine ,earning and Data Mining

- (es*onding to Business uestions