June 2017
Beginner to intermediate
576 pages
15h 22m
English
If you examine the differences between SEMMA and CRISP-DM in the following chart, you will notice that steps 2-5 are similar in approach.
|
Step # |
CRISP-DM |
SEMMA |
|
1 |
Business understanding |
Sample |
|
2 |
Data understanding |
Explore |
|
3 |
Data preparation |
Modify |
|
4 |
Modeling |
Model |
|
5 |
Evaluation |
Assess |
|
6 |
Deployment |
Critical to both processes is the concept of visualizing and communicating results to stakeholders. Note that visualization is not considered a separate step. Always try to include a presentation layer (plots, charts, and visualizations) ...