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Decoding Data Analyst Job Description: Skills, Tools, and Career Paths

FineReport

Data analysts leverage four key types of analytics in their work: Prescriptive analytics: Advising on optimal actions in specific scenarios. Diagnostic analytics: Uncovering the reasons behind specific occurrences through pattern analysis.

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Defining clear metrics to drive model adoption and value creation

Domino Data Lab

Many of the diagnostic insights you uncover as a data scientist while profiling data can be used to identify key top-line metrics that will signal areas in which a model will feasibly impact the business unit. How to create clear, concise metrics to set clearer expectations. Good metrics should comprise the following.

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What Is Embedded Analytics?

Jet Global

These tools enable users to quickly draw conclusions and monitor key performance indicators. Leading research and consultancy company, Gartner describes the path that businesses take as they move to higher levels: Descriptive Analytics: Describe what happened (e.g., Diagnostic Analytics: No longer just describing.