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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Using nodes for data preparation workflows - Data cleansing, transformation, and manipulation - Importing and accessing data sources |
| IBM SPSS Modeler Overview | - Understand SPSS Modeler architecture and components - Explain data mining concepts and CRISP-DM methodology |
| Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Streams and stream management - Automation and scripting capabilities |
| Modeling Techniques | - Unsupervised learning algorithms - Model evaluation and deployment - Supervised learning algorithms |
IBM SPSS Modeler Professional v2 Sample Questions:
A histogram chart is used to graph fields of which measurement type?
- A. Continuous
- B. Flag
- C. Nominal
- D. Ordinal
Correct Answer: A π³οΈ
Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistencies in the category keys used in both the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:
- A. A partial outer join.
- B. A full outer join.
- C. An inner join.
- D. An anti-join.
Correct Answer: B π³οΈ
Which statement is correct regarding the Balance node shown below?
- A. The result group sizes will always be the same each time the Balance node is run.
- B. The sizes of the larger two groups will be reduced to equal the size of the smallest group.
- C. The "bad profit" category is the smallest group.
- D. The sizes of the first and third groups will be increased.
Correct Answer: D π³οΈ
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Speeds up the processing.
- B. Requires fewer fields to create the model.
- C. Improves the model Silhouette measure.
- D. Requires fewer observations to create a valid model.
Correct Answer: A π³οΈ
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
- A. Statistics node
- B. Table node
- C. Distribution node
- D. Means node
Correct Answer: D π³οΈ
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