DataTalks.Club

Defining Success: Metrics and KPIs - Adam Sroka

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We talked about:

  • Adam’s background
  • Adam’s laser and data experience
  • Metrics and why do we care about them
  • Examples of metrics
  • KPIs
  • KPI examples
  • Derived KPIs
  • Creating metrics — grocery store example
  • Metric efficiency
  • North Star metrics
  • Threshold metrics
  • Health metrics
  • Data team metrics
  • Experiments: treatment and control groups
  • Accelerate metrics and timeboxing


    • Links:

    • Domino's article about measuring value: http://blog.dominodatalab.com/measuring-data-science-business-value
    • Adam's article about skills useful for data scientists: https://towardsdatascience.com/how-to-apply-your-hard-earned-data-science-skillset-812585e3cc06
    • Adam's article about standing out: https://towardsdatascience.com/how-to-stand-out-as-a-great-data-scientist-in-2021-3b7a732114a9


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