Building a Data Science team

Using Wardley maps to think about team structures, priorities and building capabilities. Focus on Data Science and Machine learning technologies.

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00:00 Intro
02:20 Technology & Data Readiness Levels
05:21 Data Journeys
12:28 Building Data Science Teams
15:28 Operationalising Data & Teams
19:46 Data Processing Loops
27:41 Mapping Everything Together
33:03 General Machine Learning Pipeline
36:05 Throwaway Comments
38:50 Future Work

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