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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Monitoring deployed models - Export and score new data - Model evaluation and comparison |
| Modeling | 25% | - SQL pushback and performance optimization - Supervised and unsupervised learning methods - Model types and Auto Modeling nodes |
| Administration and Troubleshooting | 10% | - Process Engine logs and diagnostics - Performance tuning and monitoring |
| Data Preparation | 30% | - Data cleaning and transformation - Merge, Append, and Field operations - Type node and data coercion - Sampling, balancing, and dimensionality reduction |
| Business and Data Understanding | 20% | - Data visualization and distribution analysis - CRISP-DM methodology and business objectives - Data sources and import using Source nodes |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A) Means node
B) Distribution node
C) Statistics node
D) Table node
2. To score new data using an existing model, the user must:
A) Change the data source and develop a new model for that data.
B) Change the data source and rename the fields so they do not match the names of the fields in original file.
C) Not change the data source and develop a new model for that data.
D) Change the data source and rename the fields as needed to match the names of the fields in original file.
3. Which values are available as Field Roles? (Choose three.)
A) Input
B) Target
C) Partition
D) Nominal
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) True
B) False
5. Which statement is correct regarding the Sample node dialog shown below?
A) It will always draw the same 60% of the records each time this Sample node is run.
B) It will randomly select exactly 60% of all the records.
C) It will select every 60th record from the data.
D) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A,B,C | Question # 4 Answer: B | Question # 5 Answer: D |
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