Defining Success: Metrics and KPIs - Adam Sroka

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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