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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: IBM SPSS Modeler Functionality | - Automation and scripting capabilities - Using modeling, output, and utility nodes - Streams and stream management |
| Topic 2: Data Preparation | - Using nodes for data preparation workflows - Importing and accessing data sources - Data cleansing, transformation, and manipulation |
| Topic 3: Modeling Techniques | - Supervised learning algorithms - Unsupervised learning algorithms - Model evaluation and deployment |
| Topic 4: IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| Topic 5: Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
IBM SPSS Modeler Professional v2 Sample Questions:
Question 1
In Sequence modeling, specifying that IDs are contiguous has which effect?
A. Requires fewer observations to create a valid model.
B. Requires fewer fields to create the model.
C. Improves the model Silhouette measure.
D. Speeds up the processing.
Question 2
In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A. The best current model to predict the field CHURNED
B. The theoretically best model to predict the field CHURNED
C. None of the above
D. The best model for cases in the training partition to predict the field CHURNED
Question 3
In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)
A. Decrease the pruning severity.
B. Increase the pruning severity.
C. Decrease the Minimum records per child branch.
D. Increase the Minimum records per child branch.
Question 4
In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?
A. Yes
B. No
Question 5
As a default, the Evaluation node provides a graph of the first category of your target field. To change the category, you need to modify which section?
A. User defined hit
B. Include business rule
C. Export results to file
D. User defined score
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: B,D | Question 4 Answer: A | Question 5 Answer: A |
