59 min listen
Defining Success: Metrics and KPIs - Adam Sroka
FromDataTalks.Club
ratings:
Length:
63 minutes
Released:
Sep 17, 2021
Format:
Podcast episode
Description
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
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
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
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
Released:
Sep 17, 2021
Format:
Podcast episode
Titles in the series (100)
Building a Data Science Team - Dat Tran by DataTalks.Club