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IBM C2020-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Export and score new data - Monitoring deployed models - Model evaluation and comparison |
| Business and Data Understanding | 20% | - Data sources and import using Source nodes - CRISP-DM methodology and business objectives - Data visualization and distribution analysis |
| Data Preparation | 30% | - Type node and data coercion - Merge, Append, and Field operations - Sampling, balancing, and dimensionality reduction - Data cleaning and transformation |
| Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
| Modeling | 25% | - Supervised and unsupervised learning methods - Model types and Auto Modeling nodes - SQL pushback and performance optimization |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which nodes are best suited for revealing relationships between categorical (nominal, ordinal) fields? (Choose two.)
A) Matrix node
B) Distribution node
C) Means node
D) Table node
2. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).
Based on the table, which statements are accurate? (Choose two.)
A) 42.283% of the 18-24 year olds will churn.
B) 10.768% of those that churn are over 65 years of age.
C) Older age groups are less likely to churn than the younger ages.
D) Measured by the Chi-square, this is a weak relationship.
3. True or false: missing values can be specified in the Source node used to read the data or in the Type node.
A) False
B) True
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) Filter node
B) Filler node
C) Data Audit node
D) Derive node
5. Which of the following is the biggest advantage of using a data cache?
A) Using the prepared data file more efficiently
B) Integrating the modified data with the original data source
C) Creating reports or doing other analyses with other software
D) Applying modifications to new data more easily
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: A,C | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A |
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