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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: SPSS Modeler Fundamentals | - SPSS Modeler interface and navigation - Streams, nodes, and palettes |
| Topic 2: Data Understanding and Preparation | - Data exploration and visualization - Data import and data sources - Data cleansing and transformation |
| Topic 3: Modeling and Analysis | - Predictive modeling techniques - Model evaluation and deployment |
| Topic 4: SPSS Modeler Solutions and Applications | - Applying analytics methodologies - Business analytics use cases |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which of the following is the biggest advantage of using a data cache?
A) Creating reports or doing other analyses with other software
B) Applying modifications to new data more easily
C) Integrating the modified data with the original data source
D) Using the prepared data file more efficiently
2. Which statements are true of the Feature Selection node? (Choose two.)
A) When a Target field is not specified then it will create a generalized output.
B) The Target fields can be either categorical or continuous measurement.
C) The Input fields can only be continuous measurement.
D) Input fields can be selected on the basis of importance.
3. 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) Older age groups are less likely to churn than the younger ages.
B) 10.768% of those that churn are over 65 years of age.
C) 42.283% of the 18-24 year olds will churn.
D) Measured by the Chi-square, this is a weak relationship.
4. 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) Create a"Pay as You Go"plan (pay only for the minutes you use).
B) Improve the local calling plan and rates.
C) Improve the international calling plan and rates.
D) Improve the long distance calling plan and rates.
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: D | Question # 2 Answer: B,D | Question # 3 Answer: A,C | Question # 4 Answer: A | Question # 5 Answer: A |

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