Dec 18 2023 43 mins
0:00 Office Hours with Philip Zelitchenko
01:47 Q: How did you decide to structure your team like software engg?
05:07 Q: Determining the value of data 09:17 Structuring data teams: data PMs
10:47 Q: Same data team responsible for internal v. external PRDs?
11:14 Structuring data teams: data engineering 12:02 Q: What is a data product?
12:47 Structuring data teams: data analysts 13:22 Structuring data teams: data governance
13:37 Structuring data teams: data platform
14:18 Q: What distinguishes a DPRD from a PRD?
17:33 Q: Role of the DPRD?
20:05 Q: DPRD v. TEP?
20:55 Demystifying data governance
23:22 Data alert management - internal team and customers
26:20 Q: Motivating ownership of data assets?
28:51 Defining value of a data asset
30:29 Measuring data usage
31:37 Q: Can tools today handle the stochastic nature of data?
33:28 Building a data team within the enterprise
35:42 Q: How to test data products prior to release?
40:00 Q: How do you use observability to manage diversity of alerts?
41:51 Summary