Data as a Product Is a Promise
이 글은 데이터 엔지니어링에서 '데이터를 제품으로 취급'하는 개념을 소개하며, 데이터 제품이 단순한 테이블이 아니라 명확한 계약과 소유권, 의미, 신뢰성, 보안, 지원 체계를 갖춘 약속임을 강조한다. 데이터 제품 계약은 스키마와 버전 관리, 의미 정의, 서비스 수준 목표(SLO), 접근 권한 관리, 소유권 및 문제 대응 절차를 포함해야 하며, 이를 통해 데이터 신뢰성과 사용 편의성을 확보할 수 있다. 마이크로서비스의 계약 개념을 데이터에 적용하여 데이터 소비자가 스스로 API를 이해하고 활용할 수 있도록 하는 것이 핵심이다.
https://yusufaytas.com/data-as-a-product-a-new-frontier
#dataasaproduct #dataplatform #dataengineering #dataschema #dataslo
👩💼 Investors demand personalization. How does your firm stack up?
Firms that personalize the investor experience build trust, loyalty, and long-term growth. AI and data can help make that possible. Discover how here: https://ter.li/7nav4v
Nearly 1 in 3 data experts say they face resistance or lack of buy-in from key stakeholders in their company. 😬
This finding is part of a first-of-its-kind study on Data as a Product, which was created by our friends at Pathfinder Product and Women in Analytics.
Is your team getting the most of your data?
Download the complete study for actionable insights: https://link.testdouble.com/daap-2023-pdf
ICYMI: You can now download a first-of-its-kind study on Data as a Product --- and it's totally free, thanks to Pathfinder Product and Women in Analytics!
Access the complete report here: https://link.testdouble.com/rux
What the heck is Data as a Product, and how do you use DaaP effectively?
We teamed up with Women in Analytics (WIA) and the DataConnect Conference to create a first-of-its-kind study of data strategy in business.
Download “State of Data as a Product in the Real World” now:
https://link.testdouble.com/rux
#data #daap #dataasaproduct #datastrategy #analytics #dataconnect
SAVE THE DATE for the next free webinar in our Data as a Product series!
This one will help data leaders, project managers, and similar stakeholders cultivate a data-driven culture and foster sustainable success.
Register here for the training, which we're co-hosting with Women in Analytics (WIA): https://link.testdouble.com/ts1
Delve into the critical role of cultivating a data-driven culture and mastering change management in the implementation of new data initiatives. Tailored for a wide variety of individuals in the space, including Data Leaders, Practitioners, Project Managers, Executive Decision-Makers, and Stakeholders, this informational session will contain insights into fostering sustainable success through a blend of human dynamics and efficient processes. Presenter: Kimberly Theis SVP, Client Innovation & Data Solutions ProfitOptics This event series is sponsored by Pathfinder Product! Note: All sessions of this event series are open to all genders. All participants must abide by the Women in Analytics Code of Conduct.
Happy Birthday #GTFSIssues! Vor 3 Jahren haben wir den #IssueTracker für ÖPNV-Fahrplan-Datensätze gestartet.
Bald 120 Probleme und Änderungswünsche wurden dort bereits gemeldet, knapp 2/3 davon warten allerdings noch auf Behebung/Umsetzung
https://github.com/mfdz/GTFS-Issues/issues #GTFS #OpenData #DataAsAProduct
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