The 1:10:100 rule of data quality
·4 mins
𝗧𝗵𝗲 𝟭-𝟭𝟬-𝟭𝟬𝟬 𝗿𝘂𝗹𝗲 𝗼𝗳 𝗱𝗮𝘁𝗮 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 One of my favourite talks at Big Data LDN was by Hannah Davies on The Building Blocks of Data Culture During Transformation.
Data Contracts
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2024
How I applied data mesh to my organisation
·2 mins
My post the other day on understanding the concepts, and applying them at your organisation reminded me of how I first encountered data mesh, and how I started applying some of the concepts to my organisation.
Understanding the concepts, and applying them at your organisation
·1 min
There’s a lot of great writing out there about interesting ideas like data contracts, data mesh, and much more.
If data is part of engineering, do we need data contracts?
·1 min
David Jayatillake published an interesting post recently titled “We don’t need data contracts”.
Bringing producers and consumers together with data contracts
·1 min
The definition and evolution of the data contract should be a collaboration between the data producers and the data consumers.
A multi-million dollar data quality issue
·2 mins
Someone reached out to me and asked me to present on data contracts to their organisation after they had a data quality issue that directly resulted in multi-million dollars of lost revenue.
Does data contracts require support from the top?
·2 mins
It can be tempting to view data contracts as a large program that requires support from the top of the organisation to be successful.
The contract-based data platform at MatHem
·1 min
Robert Sahlin wrote a nice post on the data platform at MatHem, a Swedish retailer.
Data contracts vs schemas
·1 min
On the panel with STRM yesterday Avi asked the question:
Control and ownership
·1 min
You can’t use data contracts - or anything - to try to gain control over something owned by someone else.
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