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Last Updated: Sep 07, 2026

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IBM C2020-010 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Model Evaluation and Deployment5%- Model comparison and selection
- Model accuracy and performance metrics
- Export and deploy models
Topic 2: Data Exploration and Visualization15%- Descriptive statistics and distributions
- Graph nodes: histograms, scatterplots, bar charts
- Correlation and association analysis
Topic 3: Introduction to SPSS Modeler and CRISP-DM15%- CRISP-DM methodology
- Modeler interface and workbench
- Project and stream management
Topic 4: Modeling Techniques20%- Association rules and sequence detection
- Neural networks and decision trees
- Clustering and segmentation
- Classification and regression models
Topic 5: Data Access and Source Nodes20%- Import data from files and databases
- Data preview and metadata inspection
- Variable types and measurement levels
Topic 6: Data Preparation and Manipulation25%- Handling missing values and outliers
- Merge and append datasets
- Record operations: select, sort, aggregate, sample
- Field operations: derive, filter, reclassify, binning

IBM SPSS Modeler Professional v2 Sample Questions:

Question 1

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. Sum_n((ABCIJ))
B. A+B+C+D
C. to_real(A) + to_real(B) + to_real(C) + to_real(D)
D. sum_n([A, B, C, D])


Question 2

In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?

A. Yes
B. No


Question 3

In Sequence modeling, specifying that IDs are contiguous has which effect?

A. Requires fewer observations to create a valid model.
B. Speeds up the processing.
C. Requires fewer fields to create the model.
D. Improves the model Silhouette measure.


Question 4

A histogram chart is used to graph fields of which measurement type?

A. Flag
B. Ordinal
C. Nominal
D. Continuous


Question 5

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


Solutions:

Question 1
Answer: D
Question 2
Answer: A
Question 3
Answer: B
Question 4
Answer: D
Question 5
Answer: A,C

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