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IBM BAS-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Model evaluation and comparison - Monitoring deployed models - Export and score new data |
| Data Preparation | 30% | - Sampling, balancing, and dimensionality reduction - Type node and data coercion - Data cleaning and transformation - Merge, Append, and Field operations |
| Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Modeling | 25% | - SQL pushback and performance optimization - Model types and Auto Modeling nodes - Supervised and unsupervised learning methods |
| Business and Data Understanding | 20% | - Data visualization and distribution analysis - CRISP-DM methodology and business objectives - Data sources and import using Source nodes |
IBM SPSS Modeler Professional v2 Sample Questions:
1. When using the Algorithm method to replace missing values in Data Audit output, which algorithm is used?
A) Neural Net
B) 05.0
C) Cox Regression
D) C&RT
2. True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.
A) False
B) True
3. The Anomaly node is on which palette or menu group?
A) Output
B) Record Ops
C) Modeling
D) Field Ops
4. Which node allows you to choose from many different graph types (bar charts, pie charts, scatterplots, heatmaps, etc.) in one single node?
A) Multiplot node
B) Graphboard node
C) Evaluation node
D) Collection node
5. The Analysis node can be very useful with regard to model evaluation. Consider this output from the Analysis node.
When comparing the overall accuracy of the Neural Net model to the 05 model, the Neural Net model is:
A) More accurate
B) Not determined
C) Less accurate
D) The same accuracy
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: C |
