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CRISP-DM

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Total cards: 8•Content version: v4•Public deck•Updated: 8/1/2026

Card preview (8)

#1
Front (Question)

What does CRISP-DM stand for?

Back (Answer)

Cross Industry Standard Process for Data Mining

#2
Front (Question)

What is CRISP-DM?

Back (Answer)

A document created by Data Mining people which promotes a framework explaining the lifecycle of a DM project. Created because DM practitioners thought their customers were using DM tools poorly.

#3
Front (Question)

1st CRISP-DM step

Back (Answer)

Business understanding Description of Business problem/hypothesis and formulation of lower level DM goals to achieve objectives.

#4
Front (Question)

2nd CRISP-DM step

Back (Answer)

Data understanding Collection of required data and EDA to ascertain key features of the data.

#5
Front (Question)

3rd CRISP-DM step

Back (Answer)

Data preparation Involves organising and adapting data for the modelling phase

#6
Front (Question)

4th CRISP-DM step

Back (Answer)

Modelling Different modelling approaches are applied to the data in an attempt to answer DM goals

#7
Front (Question)

5th CRISP-DM step

Back (Answer)

Evaluation Evaluation of any modelling results achieved

#8
Front (Question)

6th CRISP-DM step

Back (Answer)

Deployment Deployment of successful models - this could also involve presentation of findings to stakeholders - visualisations