The data product concept has been fleshed out in recent years with definitions, reference architectures, and platforms. They consist of … actually, let’s not worry about what data products consist of. At least, not right now. That’s not the important part. Instead, let’s start where we should always start: the consumer.
(Before we continue, if you want to differentiate data products from data as a product, see here. Otherwise, don’t worry about it and carry on.)
Imagine you’re an analytical data consumer – maybe an analyst or data scientist or whatever. and you need data. You want to spend your time generating insights, but too often you end up italy whatsapp number data spending the overwhelming majority of your time finding, gathering, validating, and cleansing the data first. So much corrupted time.
But wasn’t that what data warehouses and data marts and data lakes and data lakehouses were for?
They certainly help with some of
The gathering and finding, but they don’t seem to be working for the validating and cleansing. Many appear to have given up on the problem. Validation and cleansing capabilities have been incorporated into several existing analytical tools and built into their standard workflows. The evidence suggests a pervasive lack of swot, how to make a matrix professionally in marketing trust in the data. And that brings us back to data products and the reason for their existence. What is the difference between a data product and a data mart, summary, or shared table?
From the consumers’ perspective, the key differentiator of a data product is reliability.
As a purveyor of data products
You must provide reliable data. We don’t give a second thought to doing our own data validation and profiling exercises on the data sets we are considering for our analyses. But think atb directory about how often we take reliability for granted in other areas of life. Do you ever open the box of cornflakes you just took down from the grocery store shelf to make sure that it has cornflakes in it? Of course not. That’s silly. Now, if the bags, boxes, and cans were unlabeled, you’d have to open each one to see what was in it.
