There is a useful guide to read which discusses the a structured approach for designing data-centric solutions on Microsoft Azure. The two different approaches are
Traditional RDBMS workloads.
These designs are for online transaction processing (OLTP) and online analytical processing (OLAP).
Big data solutions. This design looks at big data architecture to handle the ingestion, processing, and analysis of data that is too large or complex for traditional database systems.
There is useful pages to read on machine learning at scale and non relational data.
Chaos, complexity, curiosity and database systems. A place where research meets industry
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Passionately curious about Data, Databases and Systems Complexity. Data is ubiquitous, the database universe is dichotomous (structured and unstructured), expanding and complex. Find my Database Research at SQLToolkit.co.uk . Microsoft Data Platform MVP
"The important thing is not to stop questioning. Curiosity has its own reason for existing" Einstein
"The important thing is not to stop questioning. Curiosity has its own reason for existing" Einstein
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