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| Section | Objectives |
|---|---|
| Topic 1: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 2: Model Building | - Clustering techniques - Classification and regression models - Association and sequence analysis |
| Topic 3: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 4: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques - Handling missing values and outliers |
1. The Anomaly node is on which parameter or menu group?
A) Record Ops
B) Modeling
C) Output
D) Field Ops
2. In a derive node, which expressions will produce a continuous data type rather than a string? (Select all that apply)
A) "03/15/2009"
B) Datetime_date(2008.05.22)
C) To_date("12/01/2050")
D) "2001-04-23"
3. Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?
A) FIRST_NAME >< ** >< LAST_NAME
B) FIRST_NAME >< LAST_NAME
C) FIRST_NAME ** ++ ** LAST_NAME
D) FIRST_NAME + ** + LAST_NAME
4. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("Or")
B) Generate ... Select Node ("And")
5. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source.
B) Creating reports or doing other analysis with other software.
C) Applying modifications to new data more easily.
D) Using the prepared data file more efficiently.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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