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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Export and score new data - Model evaluation and comparison - Monitoring deployed models |
| Data Preparation | 30% | - Sampling, balancing, and dimensionality reduction - Merge, Append, and Field operations - Data cleaning and transformation - Type node and data coercion |
| Business and Data Understanding | 20% | - Data sources and import using Source nodes - Data visualization and distribution analysis - CRISP-DM methodology and business objectives |
| Modeling | 25% | - SQL pushback and performance optimization - Model types and Auto Modeling nodes - Supervised and unsupervised learning methods |
| Administration and Troubleshooting | 10% | - Process Engine logs and diagnostics - Performance tuning and monitoring |
IBM SPSS Modeler Professional v2 Sample Questions:
1. 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) Decrease the Minimum records per child branch.
C) Increase the pruning severity.
D) Increase the Minimum records per child branch.
2. A histogram chart is used to graph fields of which measurement type?
A) Continuous
B) Flag
C) Ordinal
D) Nominal
3. Which Source node would you use to read text from a free-field (delimited) text file?
A) Data Collection node
B) Enterprise View node
C) Var. File node
D) Fixed File node
4. True or false: a Database Export node can be used to write data to more than one database table in the same operation.
A) False
B) True
5. Which statement accurately describes the function of the Coerce data check setting on the Type node?
A) None of the above is accurate.
B) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
C) Checks all fields for values outside the specified range and reports unspecified values.
D) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |
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