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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| Modeling Techniques | - Model evaluation and deployment - Supervised learning algorithms - Unsupervised learning algorithms |
| IBM SPSS Modeler Functionality | - Streams and stream management - Automation and scripting capabilities - Using modeling, output, and utility nodes |
| Data Preparation | - Importing and accessing data sources - Using nodes for data preparation workflows - Data cleansing, transformation, and manipulation |
IBM SPSS Modeler Professional v2 Sample Questions:
Question 1
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.
Question 2
Which statement is correct regarding the Balance node shown below?
A. The "bad profit" category is the smallest group.
B. The sizes of the larger two groups will be reduced to equal the size of the smallest group.
C. The sizes of the first and third groups will be increased.
D. The result group sizes will always be the same each time the Balance node is run.
Question 3
In a Derive node, which expressions will produce a continuous date lype rather than a string? (Choose two.)
A. to_date("12/04/2050")
B. '2001-04-23
C. '03/15/2009'
D. datetime_date(2008,05,22)
Question 4
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. Creating reports or doing other analyses with other software
D. Integrating the modified data with the original data source
Question 5
Examine the output generated by the K-Means clustering model.
Study the results of the Distribution node relating the clusters created by K-Means to the outcome (dependent) field current customers; Vol = customers that left; In Vol = customers that were dropped because they did not pay).
A. Improve the long distance calling plan and rates.
B. Improve the international calling plan and rates.
C. Create a"Pay as You Go"plan (pay only for the minutes you use).
D. Improve the local calling plan and rates.
Solutions:
| Question 1 Answer: B,C | Question 2 Answer: C | Question 3 Answer: A,D | Question 4 Answer: B | Question 5 Answer: C |
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