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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Importing and accessing data sources - Data cleansing, transformation, and manipulation - Using nodes for data preparation workflows |
| Modeling Techniques | - Supervised learning algorithms - Unsupervised learning algorithms - Model evaluation and deployment |
| Model Deployment and Administration | - Deploying predictive models - Managing model results and scoring processes |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| IBM SPSS Modeler Functionality | - Streams and stream management - Automation and scripting capabilities - Using modeling, output, and utility nodes |
IBM SPSS Modeler Professional v2 Sample Questions:
1. In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?
A) Yes
B) No
2. What are the options for defining outliers in the Data Audit node? (Choose two.)
A) Inter quartile range
B) Eigen values greater than 1
C) Values that represent less than 1% of all values
D) Standard deviations from the mean
3. 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) The purple nodes will be executed later.
C) BM SPSS Modeler is running out of memory.
D) There are multiple Type nodes in a row.
4. Which statement accurately describes the function of the Coerce data check setting on the Type node?
A) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
B) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
C) None of the above is accurate.
D) Checks all fields for values outside the specified range and reports unspecified values.
5. Which nodes can be used to replace missing data with valid values? (Choose two.)
A) Filter node
B) Distribution node
C) Filler node
D) Data Audit node
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A,D | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: C,D |
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