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The Data Project Proces CRISP-DM - Coggle Diagram
The Data Project Proces
CRISP-DM
Business Understanding
1.1 Determine business objectives
1.2 Situation Assessment
1.3 Determine data mining goal
1.4 Produce Project Plan
Data Understanding
2.1 Collect Initial Data
2.2 Describe data
2.3 Explore data
2.4 Verify data quality
Data Preparation
3.1 Data set
3.2 Select data
3.3 Clean Data
3.5 Construct Data
3.4 Integrate data
3.6 Format data
Modeling
4.1 Select modeling technique
Generate test design
4.3 Build model
4.4 Assess model
Evaluation
5.1 Evaluate results
5.2 Review the process
How well did this do?
5.3 Determine next steps
Deployment
6.1 Plan deployment
6.3 Plan monitoring and maintenance
6.2 Produce final report
6.4 Review project overall