An engineer is moving data from NAS servers in different departments to a combined storage database so that the data can be accessed and analyzed by the organization on-demand. Which data management…

Question

Options

• Adata ingestion
• Bdata regression
• Cdata obfuscation
• Ddata clustering

• A
  93% (42)
• B
  2% (1)
• D
  4% (2)

Explanation

Data ingestion (A) is correct because it describes the process of collecting and importing data from various sources - here, multiple departmental NAS servers - into a centralized system where it can be stored, accessed, and analyzed on-demand.

Data regression (B) is a statistical/ML technique for predicting continuous values, not a data movement process. Data obfuscation (C) refers to masking or hiding sensitive data to protect privacy, which is a security practice unrelated to consolidation. Data clustering (D) is a machine learning method for grouping similar data points - again an analytical technique, not a pipeline/movement process.

Memory tip: Think of ingestion like eating - you're taking in data from the outside world and bringing it into your system, just as your body ingests food. If the question describes moving or collecting data into a central store, think ingestion.

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