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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Modeling Techniques | - Unsupervised learning algorithms - Supervised learning algorithms - Model evaluation and deployment |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| Data Preparation | - Importing and accessing data sources - Data cleansing, transformation, and manipulation - Using nodes for data preparation workflows |
| IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Automation and scripting capabilities - Streams and stream management |
| Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
IBM SPSS Modeler Professional v2 Sample Questions:
A histogram chart is used to graph fields of which measurement type?
- A. Nominal
- B. Ordinal
- C. Flag
- D. Continuous
Correct Answer: D 🗳️
Which statements are true of the Feature Selection node? (Choose two.)
- A. The Input fields can only be continuous measurement.
- B. Input fields can be selected on the basis of importance.
- C. When a Target field is not specified then it will create a generalized output.
- D. The Target fields can be either categorical or continuous measurement.
Correct Answer: B,D 🗳️
Which key items must be identified before a data mining project is started? (Choose three.)
- A. A business problem or question
- B. Available data
- C. Data quality problems
- D. Available expertise on the data and business
Correct Answer: A,B,D 🗳️
True or false: business objectives are the origin & every data mining solution.
- A. False
- B. True
Correct Answer: B 🗳️
In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
- A. None of the above
- B. The best current model to predict the field CHURNED
- C. The best model for cases in the training partition to predict the field CHURNED
- D. The theoretically best model to predict the field CHURNED
Correct Answer: D 🗳️
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