- Exam Code: C2020-010
- Exam Name: IBM SPSS Modeler Professional v2
- Certification Provider: IBM
- Corresponding Certification:IBM Certified Specialist
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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Modeling Techniques | 20% | - Neural networks and decision trees - Association rules and sequence detection - Clustering and segmentation - Classification and regression models |
| Data Preparation and Manipulation | 25% | - Handling missing values and outliers - Merge and append datasets - Field operations: derive, filter, reclassify, binning - Record operations: select, sort, aggregate, sample |
| Data Access and Source Nodes | 20% | - Data preview and metadata inspection - Import data from files and databases - Variable types and measurement levels |
| Introduction to SPSS Modeler and CRISP-DM | 15% | - CRISP-DM methodology - Modeler interface and workbench - Project and stream management |
| Data Exploration and Visualization | 15% | - Descriptive statistics and distributions - Graph nodes: histograms, scatterplots, bar charts - Correlation and association analysis |
| Model Evaluation and Deployment | 5% | - Model comparison and selection - Export and deploy models - Model accuracy and performance metrics |
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([A, B, C, D])
B. A+B+C+D
C. to_real(A) + to_real(B) + to_real(C) + to_real(D)
D. Sum_n((ABCIJ))
Question 2
The Distribution node produces which output? (Choose two.)
A. Table displaying the percentage and count for each category of a field
B. Chart showing the distribution for a continuous field
C. Chart showing the count for each category of a field
D. Summary statistics for a continuous field
Question 3
Which of the following is the biggest advantage of using a data cache?
A. Creating reports or doing other analyses with other software
B. Applying modifications to new data more easily
C. Using the prepared data file more efficiently
D. Integrating the modified data with the original data source
Question 4
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A. Table node
B. Means node
C. Statistics node
D. Distribution node
Question 5
What are the options for defining outliers in the Data Audit node? (Choose two.)
A. Eigen values greater than 1
B. Values that represent less than 1% of all values
C. Inter quartile range
D. Standard deviations from the mean
Solutions:
| Question 1 Answer: A | Question 2 Answer: A,C | Question 3 Answer: C | Question 4 Answer: B | Question 5 Answer: C,D |
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