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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Importing and accessing data sources - Data cleansing, transformation, and manipulation - Using nodes for data preparation workflows |
| Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Modeling Techniques | - Supervised learning algorithms - Unsupervised learning algorithms - Model evaluation and deployment |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| IBM SPSS Modeler Functionality | - Automation and scripting capabilities - Using modeling, output, and utility nodes - Streams and stream management |
IBM SPSS Modeler Professional v2 Sample Questions:
1. To score new data using an existing model, the user must:
A) Change the data source and develop a new model for that data.
B) Not change the data source and develop a new model for that data.
C) Change the data source and rename the fields as needed to match the names of the fields in original file.
D) Change the data source and rename the fields so they do not match the names of the fields in original file.
2. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)
A) Decrease the Minimum records per child branch.
B) Increase the pruning severity.
C) Increase the Minimum records per child branch.
D) Decrease the pruning severity.
3. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)
A) Statistics node
B) Sample node
C) Data Audit node
D) Table node
4. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source
B) Applying modifications to new data more easily
C) Using the prepared data file more efficiently
D) Creating reports or doing other analyses with other software
5. In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?
A) Yes
B) No
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C | Question # 3 Answer: A,C | Question # 4 Answer: C | Question # 5 Answer: A |
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