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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Modeling Techniques | - Unsupervised learning algorithms - Model evaluation and deployment - Supervised learning algorithms |
| Topic 2: Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Topic 3: IBM SPSS Modeler Functionality | - Streams and stream management - Automation and scripting capabilities - Using modeling, output, and utility nodes |
| Topic 4: Data Preparation | - Data cleansing, transformation, and manipulation - Using nodes for data preparation workflows - Importing and accessing data sources |
| 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 key items must be identified before a data mining project is started? (Choose three.)
- A. Available expertise on the data and business
- B. Available data
- C. Data quality problems
- D. A business problem or question
Correct Answer: A,B,D 🗳️
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Requires fewer observations to create a valid model.
- B. Requires fewer fields to create the model.
- C. Improves the model Silhouette measure.
- D. Speeds up the processing.
Correct Answer: D 🗳️
Which statement accurately describes the function of the Coerce data check setting on the Type node?
- A. Checks all fields for values outside the specified range and reports unspecified values.
- B. Checks fully instantiated fields for values outside the specified range and reports unspecified values.
- C. None of the above is accurate.
- D. Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
Correct Answer: D 🗳️
To score new data using an existing model, the user must:
- A. Change the data source and rename the fields as needed to match the names of the fields in original file.
- B. Change the data source and develop a new model for that data.
- C. Change the data source and rename the fields so they do not match the names of the fields in original file.
- D. Not change the data source and develop a new model for that data.
Correct Answer: A 🗳️
Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)
- A. Statistics node
- B. Data Audit node
- C. Table node
- D. Sample node
Correct Answer: A,B 🗳️
