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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Evaluation and Deployment | 15% | - Monitoring deployed models - Model evaluation and comparison - Export and score new data |
| Topic 2: Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Topic 3: Data Preparation | 30% | - Type node and data coercion - Merge, Append, and Field operations - Data cleaning and transformation - Sampling, balancing, and dimensionality reduction |
| Topic 4: Modeling | 25% | - Model types and Auto Modeling nodes - Supervised and unsupervised learning methods - SQL pushback and performance optimization |
| Topic 5: Business and Data Understanding | 20% | - Data sources and import using Source nodes - CRISP-DM methodology and business objectives - Data visualization and distribution analysis |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).
Based on the table, which statements are accurate? (Choose two.)
A) 42.283% of the 18-24 year olds will churn.
B) Measured by the Chi-square, this is a weak relationship.
C) 10.768% of those that churn are over 65 years of age.
D) Older age groups are less likely to churn than the younger ages.
2. What are the options for defining outliers in the Data Audit node? (Choose two.)
A) Standard deviations from the mean
B) Inter quartile range
C) Values that represent less than 1% of all values
D) Eigen values greater than 1
3. Which values are available as Field Roles? (Choose three.)
A) Nominal
B) Target
C) Input
D) Partition
4. True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.
A) False
B) True
5. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?
A) Record Ops
B) Field Ops
C) Export
D) Sources
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: A,B | Question # 3 Answer: B,C,D | Question # 4 Answer: B | Question # 5 Answer: B |






