Which data modeling approach is primarily used for representing data in a tabular format with rows and columns?
A. Relational Modeling
B. Hierarchical Modeling
C. Object-Oriented Modeling
D. Entity-Relationship Modeling
Answer: Option A
A. Relational Modeling
B. Hierarchical Modeling
C. Object-Oriented Modeling
D. Entity-Relationship Modeling
Answer: Option A
What is the primary goal of data modeling in the context of data science?
A. To collect raw data
B. To predict future data
C. To represent and understand data
D. To clean and preprocess data
A. Data Dictionary
B. Data Flow Diagram (DFD)
C. Entity-Relationship Diagram (ERD)
D. Data Cube
What is the process of transforming raw data into a structured format suitable for analysis called?
A. Data Aggregation
B. Data Wrangling
C. Data Imputation
D. Data Integration
A. Hierarchical Modeling
B. Relational Modeling
C. Object-Oriented Modeling
D. Entity-Relationship Modeling
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