Buckle up! Data bootstrap at full speed

Data bootstrap at full speed (Image source: https://unsplash.com/photos/NqOInJ-ttqM)
Data bootstrap at full speed (Image source: Unsplash)
Data Bootstrap

The data could be “at rest” — database / storage service / file system.

Data at rest
Data at rest

The data could be “in transit“ — API request/responses / async events / streaming services.

Data in transit
Data in transit

Planning

Planning (Image Source: https://unsplash.com/photos/v9FQR4tbIq8)
Planning (Image Source: Unsplash)

Data cleansing or data cleaning is the process of detecting and correcting (or removing) corrupt or inaccurate records from a record set, table, or database and refers to identifying incomplete, incorrect, inaccurate or irrelevant parts of the data and then replacing, modifying, or deleting the dirty or coarse data. (Source: Wikipedia)

Data harmonization is the process of bringing together your data of varying file formats, naming conventions, and columns, and transforming it into one cohesive data set. (Source: Datorama.com)

Execution & Validation

Execution & Validation
Execution & Validation
Execution & Validation — Iteration
Execution & Validation — Iteration

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