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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| SPSS Modeler Fundamentals | - Data stream and project structure - Introduction to IBM SPSS Modeler environment - Data import and preparation basics |
| Model Evaluation and Deployment | - Model comparison and selection - Deployment of predictive models - Model validation and performance evaluation |
| Model Building Techniques | - Clustering and segmentation methods - Classification and regression models - Association and sequence modeling |
| Data Preparation and Transformation | - Data cleaning and handling missing values - Field derivation and manipulation techniques - Data transformation and feature engineering |
| Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
IBM SPSS Modeler Professional v2 Sample Questions:
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Improves the model Silhouette measure.
- B. Speeds up the processing.
- C. Requires fewer fields to create the model.
- D. Requires fewer observations to create a valid model.
Correct Answer: B 🗳️
Examine the output generated by the K-Means clustering model.
Study the results of the Distribution node relating the clusters created by K-Means to the outcome (dependent) field current customers; Vol = customers that left; In Vol = customers that were dropped because they did not pay).
- A. Improve the local calling plan and rates.
- B. Improve the international calling plan and rates.
- C. Improve the long distance calling plan and rates.
- D. Create a"Pay as You Go"plan (pay only for the minutes you use).
Correct Answer: D 🗳️
Assume you have four fields, 4, A, C and D and you wish to find the sum of the values even if there are $null$ missing values in one or more fields. Which expression would accomplish this task?
- A. A+B+C+D
- B. to_real(A) + to_real(B) + to_real(C) + to_real(D)
- C. Sum_n((ABCIJ))
- D. sum_n([A, B, C, D])
Correct Answer: D 🗳️
Which outlier treatment is not available in the Quality tab of the Data Audit output?
- A. Discard
- B. Recode
- C. Coerce
- D. Nullify
Correct Answer: B 🗳️
Which key items must be identified before a data mining project is started? (Choose three.)
- A. Available data
- B. A business problem or question
- C. Data quality problems
- D. Available expertise on the data and business
Correct Answer: A,B,D 🗳️
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