SPSS IBMSPSSMPRO Q&A - in .pdf

  • Exam Code: IBMSPSSMPRO
  • Exam Name: IBM SPSS Modeler Professional Certification
  • Q & A: 73 Questions and Answers
  • PDF Price: $49.99
  • Printable SPSS IBMSPSSMPRO PDF Format. It is an electronic file format regardless of the operating system platform.
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SPSS IBMSPSSMPRO Q&A - Testing Engine

  • Exam Code: IBMSPSSMPRO
  • Exam Name: IBM SPSS Modeler Professional Certification
  • Q & A: 73 Questions and Answers
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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Business Understanding and Planning10%- Business objectives
  • 1. Apply CRISP-DM methodology
  • 2. Plan analytical projects
  • 3. Define business problems
Topic 2: Data Preparation- Prepare data for modeling
  • 1. Transform and bin variables
  • 2. Sample and filter data
  • 3. Derive and reclassify fields
  • 4. Import and export data
  • 5. Merge and append datasets
  • 6. Aggregate and restructure records
Topic 3: Data Understanding- Explore and assess data
  • 1. Detect missing or invalid values
  • 2. Identify field types and measurement levels
  • 3. Audit data quality
Topic 4: Evaluation- Assess model performance
  • 1. Compare candidate models
  • 2. Interpret evaluation metrics
  • 3. Validate predictive accuracy
Topic 5: Deployment- Implement analytical solutions
  • 1. Deploy models into business processes
  • 2. Score new data
  • 3. Generate and communicate results
Topic 6: Modeling- Build predictive models
  • 1. Association and sequence models
  • 2. Regression models
  • 3. Decision tree models
  • 4. Neural network models
  • 5. Clustering and segmentation

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. In a derive node, which expressions will produce a continuous data type rather than a string? (Select all that apply)

A) "03/15/2009"
B) Datetime_date(2008.05.22)
C) "2001-04-23"
D) To_date("12/01/2050")


2. Which statements are true of the Feature Selection node? (Select all that apply)

A) The Target fields can be either categorical or continuous measurement.
B) Input fields can be selected on the basis or importance.
C) The Input fields can only be continuous measurement.
D) When a target field is not specified then it will create a generalized output.


3. Which Source node would you use to read text from a free field (delimited) text file?

A) Enterprise View node
B) Fixed File node
C) Var. File node
D) Data Collection node


4. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?

A) Sources
B) Export
C) Field Ops
D) Record Ops


5. Consider the Filer node where age of respondent is stored as a string. What operations will the replace with: expression accomplishes?

A) The expression is not a valid operation.
B) Converts numeric values to integers and leaves the non-numeric as is.
C) Users @ FIELD to create a new field.
D) Converts numeric values to integers and converts non-numeric values to $null$ value.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: A,B
Question # 3
Answer: C
Question # 4
Answer: C
Question # 5
Answer: D

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