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IBM C2020-010 Exam Syllabus Topics:

SectionObjectives
Model Building Techniques- Association and sequence modeling
- Clustering and segmentation methods
- Classification and regression models
Model Evaluation and Deployment- Model validation and performance evaluation
- Deployment of predictive models
- Model comparison and selection
Advanced SPSS Modeler Features- Integration with IBM analytics ecosystem
- Stream optimization and performance tuning
- Automated modeling (Auto Classifier, Auto Numeric)
SPSS Modeler Fundamentals- Introduction to IBM SPSS Modeler environment
- Data stream and project structure
- Data import and preparation basics
Data Preparation and Transformation- Field derivation and manipulation techniques
- Data transformation and feature engineering
- Data cleaning and handling missing values

IBM SPSS Modeler Professional v2 Sample Questions:

1. Which of the following is the biggest advantage of using a data cache?

A) Integrating the modified data with the original data source
B) Creating reports or doing other analyses with other software
C) Using the prepared data file more efficiently
D) Applying modifications to new data more easily


2. True or false: business objectives are the origin & every data mining solution.

A) True
B) False


3. As a default, the Evaluation node provides a graph of the first category of your target field. To change the category, you need to modify which section?

A) User defined score
B) User defined hit
C) Export results to file
D) Include business rule


4. The Anomaly node is on which palette or menu group?

A) Output
B) Record Ops
C) Modeling
D) Field Ops


5. Which nodes can be used to replace missing data with valid values? (Choose two.)

A) Filler node
B) Filter node
C) Distribution node
D) Data Audit node


Solutions:

Question # 1
Answer: C
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: C
Question # 5
Answer: A,D

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