Aligning Business Strategies and Analytics by Murugan Anandarajan & Teresa D. Harrison

Author:Murugan Anandarajan & Teresa D. Harrison
Language: eng
Format: epub
ISBN: 9783319932996
Publisher: Springer International Publishing

Quality reporting is the data quality reports derived from data profiling.

Repeatable pipeline and ETL is a service that is used to process and move data between different storage platforms . Data pipelines enable easier data ingestion and are reusable. Extract, transform, and load tools enable easier data cleansing, reformatting, merging, and integration for training and test sets. ETL tools can also support metadata and data lineage collection.

Model train and test data include the data sets to train and test the model. Ensuring that these data sets are produced appropriately using the correct sampling technique, and cross validation expedites the modeling phase.

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