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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Business and Data Understanding | 20% | - Data sources and import using Source nodes - Data visualization and distribution analysis - CRISP-DM methodology and business objectives |
| Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Data Preparation | 30% | - Sampling, balancing, and dimensionality reduction - Merge, Append, and Field operations - Type node and data coercion - Data cleaning and transformation |
| Evaluation and Deployment | 15% | - Export and score new data - Model evaluation and comparison - Monitoring deployed models |
| Modeling | 25% | - Supervised and unsupervised learning methods - SQL pushback and performance optimization - Model types and Auto Modeling nodes |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Fields of which measurement type are best suited for a Distribution node? (Choose two.)
A) Type less
B) Nominal
C) Flag
D) Continuous
2. The Distribution node produces which output? (Choose two.)
A) Table displaying the percentage and count for each category of a field
B) Chart showing the distribution for a continuous field
C) Summary statistics for a continuous field
D) Chart showing the count for each category of a field
3. The Feature Selection node is used for what reasons? (Choose two.)
A) Selects the best fitting model.
B) Selects the best input fields for model.
C) Ranks the models by importance.
D) Screens input fields for problems such as missing data.
4. Which statement about the Filler dialog shown below is correct?
A) None of the statements is correct.
B) The missing values for both GE and INCOME will be replaced by zeroes.
C) No missing values will be replaced because neither field was specified in the Condition box for missing value replacement.
D) Missing values for the field @RELD will be replaced.
5. The Select node shown below performs which operation?
A) The expression is incorrect.
B) Selects respondents whose incomes are exactly 20,000 or 50,000.
C) Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.
D) Selects respondents whose incomes are between 20,000 and 50,000.
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: A,D | Question # 3 Answer: B,D | Question # 4 Answer: B | Question # 5 Answer: A |







