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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Monitoring deployed models - Model evaluation and comparison - Export and score new data |
| Business and Data Understanding | 20% | - Data sources and import using Source nodes - CRISP-DM methodology and business objectives - Data visualization and distribution analysis |
| Modeling | 25% | - Supervised and unsupervised learning methods - SQL pushback and performance optimization - Model types and Auto Modeling nodes |
| Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Data Preparation | 30% | - Type node and data coercion - Data cleaning and transformation - Merge, Append, and Field operations - Sampling, balancing, and dimensionality reduction |
IBM SPSS Modeler Professional v2 Sample Questions:
Question 1
After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.
True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.
A. False
B. True
Question 2
True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.
A. False
B. True
Question 3
Which statement is the correct interpretation of the rule: "those that use less than or equal to 4.976 of LOCAL are predicted to be InVol"?
A. Thisruledoesnotexist.
B. The rule applies to 88 people and the confidence is 80.7%.
C. This rule was accurate 88 times which was 80.7% of the time.
D. The accuracy of this rule cannot be determined.
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
Which outlier treatment is not available in the Quality tab of the Data Audit output?
A. Nullify
B. Discard
C. Recode
D. Coerce
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: B | Question 4 Answer: A | Question 5 Answer: C |

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