Exam Name: IBM SPSS Modeler Professional v2
Certification Provider: IBM
Corresponding Certification: IBM Certified Specialist
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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Data cleansing, transformation, and manipulation - Importing and accessing data sources - Using nodes for data preparation workflows |
| Topic 2: IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Streams and stream management - Automation and scripting capabilities |
| Topic 3: IBM SPSS Modeler Overview | - Understand SPSS Modeler architecture and components - Explain data mining concepts and CRISP-DM methodology |
| Topic 4: Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Topic 5: Modeling Techniques | - Model evaluation and deployment - Unsupervised learning algorithms - Supervised learning algorithms |
IBM SPSS Modeler Professional v2 Sample Questions:
In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?
- A. Backwards
- B. Stepwise
- C. Enter
- D. Forwards
Correct Answer: C 🗳️
What is the reason the three nodes in the following figure have been colored purple?
- A. The purple nodes were pushed back to the database.
- B. There are multiple Type nodes in a row.
- C. The purple nodes will be executed later.
- D. BM SPSS Modeler is running out of memory.
Correct Answer: A 🗳️
Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
- A. Higher accuracy
- B. Easier interpretation
- C. Easter to score
- D. None of the above
Correct Answer: B,C 🗳️
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
Correct Answer: A 🗳️
Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?
- A. Converts numeric values to integers and leaves the non-numeric values as is.
- B. Uses @FIELD to create a new field.
- C. The expression is not a valid operation.
- D. Converts numeric values to integers and converts non-numeric values to $null$ value.
Correct Answer: D 🗳️
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