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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Modeling Techniques | - Supervised learning algorithms - Model evaluation and deployment - Unsupervised learning algorithms |
| Data Preparation | - Importing and accessing data sources - Using nodes for data preparation workflows - Data cleansing, transformation, and manipulation |
| IBM SPSS Modeler Overview | - Explain data mining concepts and CRISP-DM methodology - Understand SPSS Modeler architecture and components |
| Model Deployment and Administration | - Deploying predictive models - Managing model results and scoring processes |
| IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Streams and stream management - Automation and scripting capabilities |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which statement about the Filler dialog shown below is correct?
A) No missing values will be replaced because neither field was specified in the Condition box for missing value replacement.
B) None of the statements is correct.
C) The missing values for both GE and INCOME will be replaced by zeroes.
D) Missing values for the field @RELD will be replaced.
2. 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 local calling plan and rates.
B) Create a"Pay as You Go"plan (pay only for the minutes you use).
C) Improve the long distance calling plan and rates.
D) Improve the international calling plan and rates.
3. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?
A) Export
B) Record Ops
C) Field Ops
D) Sources
4. Suppose you wanted to select only the records with complete data on all the fields for analysis and need to generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Filler node
B) Derive node
C) Filter node
D) Data Audit node
5. What are the advantages of pruning Decision Tree models? (Choose three.)
A) Pruning can increase the accuracy of the tree.
B) Pruning can help simplify the tree.
C) Pruning can improve the generalization of the tree.
D) Pruning can make the tree easier to interpret.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: B,C,D |
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