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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Modeling and Analysis | - Model evaluation and deployment - Predictive modeling techniques |
| Topic 2: SPSS Modeler Fundamentals | - SPSS Modeler interface and navigation - Streams, nodes, and palettes |
| Topic 3: Data Understanding and Preparation | - Data import and data sources - Data cleansing and transformation - Data exploration and visualization |
| Topic 4: SPSS Modeler Solutions and Applications | - Business analytics use cases - Applying analytics methodologies |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which Source node would you use to read text from a free-field (delimited) text file?
A) Enterprise View node
B) Fixed File node
C) Data Collection node
D) Var. File node
2. Which statement is correct regarding the Balance node shown below?
A) The sizes of the first and third groups will be increased.
B) The sizes of the larger two groups will be reduced to equal the size of the smallest group.
C) The "bad profit" category is the smallest group.
D) The result group sizes will always be the same each time the Balance node is run.
3. What is the function of the Ensemble node?
A) The development of additional fields to improve accuracy
B) Transforming the existing values to improve accuracy
C) Combining models together to produce higher accuracy
D) None of the above
4. The Distribution node produces which output? (Choose two.)
A) Summary statistics for a continuous field
B) Chart showing the distribution for a continuous field
C) Table displaying the percentage and count for each category of a field
D) Chart showing the count for each category of a field
5. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistencies in the category keys used in both the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:
A) A full outer join.
B) A partial outer join.
C) An anti-join.
D) An inner join.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C,D | Question # 5 Answer: A |
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