Mastering the Knowledge Science Workflow


Photograph by Fer Troulik on Unsplash

The gathering stage entails buying the required knowledge with a purpose to carry out a significant evaluation primarily based upon correct info.


Knowledge Necessities
Outline which knowledge is required to correctly method the undertaking (e.g. format, variables, time vary, granularity)

Knowledge Sources
Discover dependable and related knowledge sources (e.g. databases, APIs, recordsdata, sensor readings)

Safe obligatory permissions to entry the information (e.g. electronic mail/password, OAuth, API key, robots.txt)

Purchase the information utilizing acceptable strategies (e.g. SQL queries, API calls, net scraping, guide knowledge entry)

Knowledge Administration
Deal with the information in accordance with greatest practices (e.g. knowledge high quality, knowledge governance, knowledge safety)


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