Exam Name: IBM SPSS Modeler Professional v2 (BAS-010日本語版)
Certification Provider: IBM
Corresponding Certification: IBM Certified Specialist
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IBM BAS-010日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Access and Source Nodes | 20% | - Variable types and measurement levels - Data preview and metadata inspection - Import data from files and databases |
| Topic 2: Introduction to SPSS Modeler and CRISP-DM | 15% | - Modeler interface and workbench - CRISP-DM methodology - Project and stream management |
| Topic 3: Data Preparation and Manipulation | 25% | - Record operations: select, sort, aggregate, sample - Handling missing values and outliers - Merge and append datasets - Field operations: derive, filter, reclassify, binning |
| Topic 4: Data Exploration and Visualization | 15% | - Graph nodes: histograms, scatterplots, bar charts - Correlation and association analysis - Descriptive statistics and distributions |
| Topic 5: Model Evaluation and Deployment | 5% | - Model comparison and selection - Export and deploy models - Model accuracy and performance metrics |
| Topic 6: Modeling Techniques | 20% | - Clustering and segmentation - Neural networks and decision trees - Classification and regression models - Association rules and sequence detection |
IBM SPSS Modeler Professional v2 (BAS-010日本語版) Sample Questions:
1. 
A) Option B
B) Option D
C) Option C
D) Option A
2. 
A) Option B
B) Option D
C) Option C
D) Option A
3. 
A) Export
B) Record Ops
C) Field Ops
D) Sources
4. 
A) Nominal
B) Flag
C) Ordinal
D) Continuous
5. 
A) Option B
B) Option D
C) Option C
D) Option A
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: B,C,D |
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