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| Section | Objectives |
|---|---|
| Topic 1: Data Understanding and Preparation | - Data exploration and visualization - Data import and data sources - Data cleansing and transformation |
| Topic 2: SPSS Modeler Solutions and Applications | - Business analytics use cases - Applying analytics methodologies |
| Topic 3: Modeling and Analysis | - Predictive modeling techniques - Model evaluation and deployment |
| Topic 4: SPSS Modeler Fundamentals | - Streams, nodes, and palettes - SPSS Modeler interface and navigation |
1. 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) An anti-join.
B) A full outer join.
C) A partial outer join.
D) An inner join.
2. In a Derive node, which expressions will produce a continuous date lype rather than a string? (Choose two.)
A) '03/15/2009'
B) datetime_date(2008,05,22)
C) to_date("12/04/2050")
D) '2001-04-23
3. Which nodes can be used to replace missing data with valid values? (Choose two.)
A) Filler node
B) Distribution node
C) Filter node
D) Data Audit node
4. 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) Filler node
B) Derive node
C) Filter node
D) Data Audit node
5. In the Aggregate node, when you click on Preview button, which statement is true?
A) The preview will always be after aggregation.
B) The preview will always be before aggregation.
C) The Aggregate node does not have a Preview option.
D) The preview will by default be before aggregation but that can be changed.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,C | Question # 3 Answer: A,D | Question # 4 Answer: D | Question # 5 Answer: A |
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