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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: IBM SPSS Modeler Functionality | - Streams and stream management - Automation and scripting capabilities - Using modeling, output, and utility nodes |
| Topic 2: Data Preparation | - Using nodes for data preparation workflows - Data cleansing, transformation, and manipulation - Importing and accessing data sources |
| Topic 3: Modeling Techniques | - Model evaluation and deployment - Unsupervised learning algorithms - Supervised learning algorithms |
| Topic 4: Model Deployment and Administration | - Deploying predictive models - Managing model results and scoring processes |
| Topic 5: IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
IBM SPSS Modeler Professional v2 Sample Questions:
Which node allows you to choose from many different graph types (bar charts, pie charts, scatterplots, heatmaps, etc.) in one single node?
- A. Collection node
- B. Evaluation node
- C. Graphboard node
- D. Multiplot node
The Anomaly node is on which palette or menu group?
- A. Record Ops
- B. Field Ops
- C. Modeling
- D. Output
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. Converts numeric values to integers and converts non-numeric values to $null$ value.
- D. The expression is not a valid operation.
True or false: business objectives are the origin & every data mining solution.
- A. True
- B. False
In the Two Step node shown below, what does Standardize numeric fields mean?
- A. Eliminate outliers to improve results.
- B. Limit the number of created clusters.
- C. Transform the numeric fields to a scale with a mean of zero and a variance of one.
- D. Use only the numeric fields that have the same scale.
Nathan 
Ian 
Burke 
Lorraine 
Lyle 
Cornell 
Milo 
Katherine 
Luther 
Kenneth 
Lilith 
Joy 
Sean 
Evelyn 
Ingrid 
