Niels Humbeckbuilding-data-products.com·Dec 18, 2024DevOps - Bridging Development and OperationsDataOps, a fusion of "Data" and "Operations," addresses the challenges of developing data products by combining principles from Agile, DevOps, and Lean Manufacturing. It emphasizes collaboration, automation, and efficiency in handling data pipelines,...Building Data Products with DataOps MethodologyDevops
Niels Humbeckbuilding-data-products.com·Dec 18, 2024Introduction into Agile MethodologiesDataOps, a fusion of "Data" and "Operations," addresses the challenges of developing data products by combining principles from Agile, DevOps, and Lean Manufacturing. It emphasizes collaboration, automation, and efficiency in handling data pipelines,...Building Data Products with DataOps Methodologyagile
Niels Humbeckbuilding-data-products.com·Dec 7, 2024What Are Data Products?In today’s data-driven world, the term "data products" is gaining traction as businesses increasingly leverage data to solve real-world problems. Just as crude oil must be refined to deliver its true value, data is an information asset that needs to ...31 readsData Product ManagementData Products
Niels Humbeckbuilding-data-products.com·Dec 7, 2024Why the majority of data products fail!Data products holds immense potential to transform businesses, but the harsh reality is that up to 80-85% of data science projects never make it into production, and of those that do, only a tiny fraction—around 8%—create meaningful value for their o...29 readsData Product ManagementDataScienceChallenges
Davide RovatiforDataChef's Blogblog.datachef.co·Nov 19, 2024Data as a Product, the DataChef wayAt DataChef, we know that treating data as a product can be a powerful principle, whether your organization is embracing the Data Mesh architecture or not. We also feel that, while it’s very easy to talk about ‘Data as a Product’, it’s actually quite...56 readsData Products
Christos Georgoulisgeorgoulis.tech·Nov 14, 2024Data Platform vs Data ProductIn previous discussions I had with colleagues regarding the process of getting requirements for a Data Product, happened to get lost among what should be considered as Data Product requirement and what should be considered as Data Platform requiremen...94 readsData platform
Christos Georgoulisgeorgoulis.tech·Nov 5, 2024How to Build Data Products that matterIntroduction "Building things that really matter." Nice slogan, right? But if you work in data, you probably know that it’s not that simple. So many of us build dashboards, reports, or tools that get hyped at first… then, weeks later, we realize they...26 readsData Science
Christos Georgoulisgeorgoulis.tech·Oct 24, 2024Why Traditional Data Solutions Fail and How Data Product Approach Can Save the DayIntroduction I have spoken about it before, but I would like to write a post regarding the importance of building Data Products. Instead of simply delivering platforms, reports, or dashboards, we should focus on building Data Products. A Data Product...43 readsData Science
Anandaganesh Balakrishnananandaganesh.hashnode.dev·Mar 19, 2024Data Maturity Path for an OrganizationBecoming a data-driven organization is often conceptualized as progressing along a data maturity path. This path outlines the evolutionary steps organizations take to harness the full potential of their data, transforming it from a passive asset into...67 readsData Products
