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IBM BAS-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Evaluation and Deployment | 15% | - Model evaluation and comparison - Export and score new data - Monitoring deployed models |
| Topic 2: Business and Data Understanding | 20% | - Data visualization and distribution analysis - Data sources and import using Source nodes - CRISP-DM methodology and business objectives |
| Topic 3: Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Topic 4: Data Preparation | 30% | - Data cleaning and transformation - Sampling, balancing, and dimensionality reduction - Merge, Append, and Field operations - Type node and data coercion |
| Topic 5: Modeling | 25% | - SQL pushback and performance optimization - Model types and Auto Modeling nodes - Supervised and unsupervised learning methods |
IBM SPSS Modeler Professional v2 Sample Questions:
1. 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) Standard deviations from the mean
D) Values that represent less than 1% of all values
2. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) Easier interpretation
B) None of the above
C) Higher accuracy
D) Easter to score
3. Which Model nodes can have a categorical target field? (Choose three.)
A) C&R Tree node
B) Discriminant node
C) Linear node
D) Neural Net node
4. Which statement is correct regarding the Sample node dialog shown below?
A) It will randomly select exactly 60% of all the records.
B) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
C) It will select every 60th record from the data.
D) It will always draw the same 60% of the records each time this Sample node is run.
5. Which of the following is the biggest advantage of using a data cache?
A) Creating reports or doing other analyses with other software
B) Integrating the modified data with the original data source
C) Using the prepared data file more efficiently
D) Applying modifications to new data more easily
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: A,D | Question # 3 Answer: A,B,D | Question # 4 Answer: B | Question # 5 Answer: C |
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