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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Modeling | 20% | - Classification and regression models - Association and sequence models - Clustering and segmentation models - Auto-modeling and ensemble techniques |
| Topic 2: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 3: Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| Topic 4: Evaluation and Analysis | 15% | - Interpretation and visualization of results - Validation methods - Model performance assessment |
| Topic 5: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Topic 6: SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Scripting and automation - Stream creation and management |
| Topic 7: Data Preparation | 20% | - Data integration, merging and appending - Data transformation and cleaning - Sampling, partitioning and balancing - Filtering, aggregation and refinement |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. The Database Source node is used to read data from which source? (Select all that apply)
A) SAS
B) SQL Server
C) IBM "SPSS" Statistics
D) Oracle
2. Examine the Matrix table shown below which relates the field churn (whether a customer will churn) to age cat (age groups).
Based on the table, which statements are accurate? (Select all that apply)
A) Older age groups are less likely to churn than the younger ages.
B) 1.768% of those that churn are over 65 years of age.
C) 42.283% of the 18-24 year old will churn.
D) Measured by Chi-square is a weak relationship.
3. In the Aggregate node, when you click on Preview button, which statement is true?
A) The preview will always be before aggregation.
B) The preview will always be after 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.
4. Which stage of the CRISP-DM (Cross Standard Process for Data Mining) methodology is the most time consuming?
A) Business Understanding
B) Data Preparation
C) Modeling
D) Evaluation
5. In two step node shown below, what does standardize numeric fields mean?
A) Limit the number of created clusters.
B) Transform the numeric fields to a scale with a mean of zero and variance of one.
C) Use only the numeric fields scale.
D) Eliminate outliers to improve results.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: B |
Belinda -
Thanks TestkingPDF for your continuous support and authentic material. Passed with good score.