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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Using nodes for data preparation workflows - Importing and accessing data sources - Data cleansing, transformation, and manipulation |
| Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Modeling Techniques | - Unsupervised learning algorithms - Model evaluation and deployment - Supervised learning algorithms |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Automation and scripting capabilities - Streams and stream management |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Assume you have four fields, 4, A, C and D and you wish to find the sum of the values even if there are $null$ missing values in one or more fields. Which expression would accomplish this task?
A) A+B+C+D
B) Sum_n((ABCIJ))
C) to_real(A) + to_real(B) + to_real(C) + to_real(D)
D) sum_n([A, B, C, D])
2. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)
A) Data Audit node
B) Statistics node
C) Table node
D) Sample node
3. Which of the following is the biggest advantage of using a data cache?
A) Applying modifications to new data more easily
B) Using the prepared data file more efficiently
C) Integrating the modified data with the original data source
D) Creating reports or doing other analyses with other software
4. Which statement is correct regarding the Sample node dialog shown below?
A) It will always draw the same 60% of the records each time this Sample node is run.
B) It will randomly select exactly 60% of all the records.
C) It will select every 60th record from the data.
D) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
5. Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?
A) Converts numeric values to integers and converts non-numeric values to $null$ value.
B) Converts numeric values to integers and leaves the non-numeric values as is.
C) Uses @FIELD to create a new field.
D) The expression is not a valid operation.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,B | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: A |


