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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Understanding | - Explore and assess data
| |
| Topic 2: Deployment | - Implement analytical solutions
| |
| Topic 3: Data Preparation | - Prepare data for modeling
| |
| Topic 4: Evaluation | - Assess model performance
| |
| Topic 5: Modeling | - Build predictive models
| |
| Topic 6: Business Understanding and Planning | 10% | - Business objectives
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Which statement is correct regarding the sample node dialogue shown below?
- A. It will always draw the same 60% of records each time this sample node is run.
- B. It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
- C. It will randomly select exactly 60% of all the record.
- D. It will select every 60th record from the data.
Correct Answer: B 🗳️
Which nodes can be used to replace missing data with valid values? [Select all that apply.)
- A. Filler node
- B. Data Audit node
- C. Distribution node
- D. Filter node
Correct Answer: A,B,D 🗳️
Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?
- A. FIRST_NAME >< LAST_NAME
- B. FIRST_NAME ** ++ ** LAST_NAME
- C. FIRST_NAME + ** + LAST_NAME
- D. FIRST_NAME >< ** >< LAST_NAME
Correct Answer: B 🗳️
Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?
- A. Determining Data Mining Goals
- B. Producing a project Plan
- C. Determining Business Objectives
- D. Initial Data Collection
Correct Answer: B 🗳️
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Improves the model Silhouette measure.
- B. Requires fewer observations to create a valid model.
- C. Speeds up the processing.
- D. Requires fewer fields to create the model
Correct Answer: C 🗳️
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