Module 5 Extract, Transform, Load Tools
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AICPA Data Analytics Modeling (87%)
Module 5: Extract, transform, load tools
When an extraction is performed with the intention of overwriting back to the production data, it is called
Single staged extract.
Bulk extract.
In-line extraction.
Two-tier staged extract.
Streaming extract.
When working in the transformation stage, in order to ensure that your data conforms to your business needs, you would map your transformations to the
Project charter.
Sprint backlog.
Schema.
Master record.
Business rules.
When implementing the loading stage, it is common to use a _______ to meld the old data and the new.
Merge function.
Data lake.
Data warehouse.
Data profile.
Customer.
What does SSIS use to allow data engineers to automate workflows?
Records.
Preferences.
Jobs.
Profiles.
Programs.
In Talend, a component that can be used to transform and route data from sources to destinations is the ______ component.
tExtract.
tNormalize.
tFilter.
tJoin.
tMap.
Once you have completed your ETL efforts, what constitutes a good follow-on step?
Data profiling.
Statistical analysis.
Data cleansing.
Data modeling.
Data mapping.
Which stage of the ETL process is used for manipulating data from separate sources?
Prepared data.
Extract.
Transform.
Load.
Data mapping.
Which stage of the ETL process is used for establishing connections to data sources?
Prepared data.
Extract.
Transform.
Load.
Data mapping.
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