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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Modeling Techniques | 20% | - Clustering and segmentation - Classification and regression models - Association rules and sequence detection - Neural networks and decision trees |
| Introduction to SPSS Modeler and CRISP-DM | 15% | - CRISP-DM methodology - Modeler interface and workbench - Project and stream management |
| Data Exploration and Visualization | 15% | - Graph nodes: histograms, scatterplots, bar charts - Correlation and association analysis - Descriptive statistics and distributions |
| Data Access and Source Nodes | 20% | - Variable types and measurement levels - Data preview and metadata inspection - Import data from files and databases |
| Model Evaluation and Deployment | 5% | - Model accuracy and performance metrics - Model comparison and selection - Export and deploy models |
| Data Preparation and Manipulation | 25% | - Handling missing values and outliers - Field operations: derive, filter, reclassify, binning - Merge and append datasets - Record operations: select, sort, aggregate, sample |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) None of the above
B) Easter to score
C) Easier interpretation
D) Higher accuracy
2. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Speeds up the processing.
B) Requires fewer fields to create the model.
C) Improves the model Silhouette measure.
D) Requires fewer observations to create a valid model.
3. Fields of which measurement type are best suited for a Distribution node? (Choose two.)
A) Continuous
B) Flag
C) Nominal
D) Type less
4. 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) True
B) False
5. True or false: a Database Export node can be used to write data to more than one database table in the same operation.
A) True
B) False
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: A | Question # 3 Answer: B,C | Question # 4 Answer: A | Question # 5 Answer: B |




