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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Preparation and Manipulation | 25% | - Record operations: select, sort, aggregate, sample - Merge and append datasets - Field operations: derive, filter, reclassify, binning - Handling missing values and outliers |
| Model Evaluation and Deployment | 5% | - Export and deploy models - Model comparison and selection - Model accuracy and performance metrics |
| Introduction to SPSS Modeler and CRISP-DM | 15% | - CRISP-DM methodology - Project and stream management - Modeler interface and workbench |
| Modeling Techniques | 20% | - Clustering and segmentation - Classification and regression models - Association rules and sequence detection - Neural networks and decision trees |
| Data Access and Source Nodes | 20% | - Data preview and metadata inspection - Variable types and measurement levels - Import data from files and databases |
| Data Exploration and Visualization | 15% | - Descriptive statistics and distributions - Graph nodes: histograms, scatterplots, bar charts - Correlation and association analysis |
IBM SPSS Modeler Professional v2 Sample Questions:
Suppose you wanted to select only the records with complete data on all the fields for analysis and need to generate a Select node to perform that operation. Which other node should you use to generate the Select node?
- A. Filter node
- B. Filler node
- C. Derive node
- D. Data Audit node
In a Derive node, which expressions will produce a continuous date lype rather than a string? (Choose two.)
- A. datetime_date(2008,05,22)
- B. to_date("12/04/2050")
- C. '03/15/2009'
- D. '2001-04-23
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. A+B+C+D
- B. sum_n([A, B, C, D])
- C. to_real(A) + to_real(B) + to_real(C) + to_real(D)
- D. Sum_n((ABCIJ))
As a default, the Evaluation node provides a graph of the first category of your target field. To change the category, you need to modify which section?
- A. User defined hit
- B. User defined score
- C. Include business rule
- D. Export results to file
To score new data using an existing model, the user must:
- A. Not change the data source and develop a new model for that data.
- B. Change the data source and develop a new model for that data.
- C. Change the data source and rename the fields as needed to match the names of the fields in original file.
- D. Change the data source and rename the fields so they do not match the names of the fields in original file.
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