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IBM IBM Certified Specialist C2020-010 IBM SPSS Modeler Professional v2 Exams
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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: IBM SPSS Modeler Functionality | - Automation and scripting capabilities - Using modeling, output, and utility nodes - Streams and stream management |
| Topic 2: Modeling Techniques | - Unsupervised learning algorithms - Model evaluation and deployment - Supervised learning algorithms |
| Topic 3: Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Topic 4: IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| Topic 5: Data Preparation | - Data cleansing, transformation, and manipulation - Importing and accessing data sources - Using nodes for data preparation workflows |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?
A) Data Preparation
B) Evaluation
C) Business Understanding
D) Modeling
2. Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?
A) The expression is not a valid operation.
B) Uses @FIELD to create a new field.
C) Converts numeric values to integers and converts non-numeric values to $null$ value.
D) Converts numeric values to integers and leaves the non-numeric values as is.
3. Given the following Output Table - to create a Select node which includes vehicles from both groups 4 and B, click on 4 and on B (as shown) and select from the menu:
A) Edit... Select Node ("Or").
B) Edit...Select Node ("And").
C) Generate...Select Node ("Or").
D) Generate...Select Node ("And").
4. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A) The best model for cases in the training partition to predict the field CHURNED
B) The theoretically best model to predict the field CHURNED
C) The best current model to predict the field CHURNED
D) None of the above
5. The Anomaly node is on which palette or menu group?
A) Output
B) Field Ops
C) Record Ops
D) Modeling
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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