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In my eight years as a Gartner analyst covering MasterDataManagement (MDM) and two years advising clients and prospects at a leading vendor, I have seen first-hand the importance of taking a multidomain approach to MDM. Click to learn more about author Bill O’Kane.
Larry Burns’ latest book, DataModel Storytelling, is all about maximizing the value of datamodeling and keeping datamodels (and datamodelers) relevant. Larry Burns is an employee for a large US manufacturer.
These days, there is much conversation about the necessity of the datamodel. The datamodel has been around for several decades now and can be classified as an artifact of an earlier day and age. But is the datamodel really out of date? And exactly why do we need a datamodel, anyway? […]
The foundation of a business’s digital transformation is effective datamanagement. Masterdatamanagement services allow you to effectively utilise the new currency of data and effectively collaborate between different functional verticals, departments, and stakeholders for better productivity, efficiency, and […]
In the first article, I introduced and explained the approach to application development called Domain-Driven Development (or DDD), explained some of the DataManagement concerns with this approach, and described how a well-constructed datamodel can add value to a DDD project by helping to create the Ubiquitous Language that defines the Bounded Context (..)
One of the key benefits of a data lake is that it can also store unstructured data, such as social media posts, emails, and documents. This makes it a valuable resource for organizations that need to analyze a wide range of data types. Data Mapping and Transformation: Data mapping bridges data elements from diverse sources.
Today, this means they should have the necessary resources and infrastructure to be able to deal with big data—large volumes of structured and unstructured data—efficiently. This also includes maintaining data quality while ensuring easy access to the needed data.
Twenty-five years ago today, I published the first issue of The Data Administration Newsletter. It only took a few months to recognize that there was an audience for an “online” publication focused on data administration. […].
This facilitates the real-time flow of data from data warehouse to reporting dashboards and operational analytics tools, accelerating data processing and providing business leaders with timely information. DataModels: These define the specific sets of data that need to be moved.
A NoSQL database is a non-relational database that stores data in a format other than rows and columns. NoSQL databases come in a variety of types based on their datamodel. The main types are: Key-value stores: Data is stored in an unstructured format with a unique key to retrieve values. What is a NoSQL Database?
A NoSQL database is a non-relational database that stores data in a format other than rows and columns. NoSQL databases come in a variety of types based on their datamodel. The main types are: Key-value stores: Data is stored in an unstructured format with a unique key to retrieve values. What is a NoSQL Database?
Can the responsibilities for vocabulary ownership and data ownership by business stakeholders be separate? I have listened to many presentations and read many articles about data governance (or data stewardship if you prefer), but I have never come across anyone saying they can and should be. Should they be?
It offers a modular set of software components for datamanagement. The tool has features such as data fabric and AI lifecycle management, governance, security, integration, observability, and masterdatamanagement.
Unlock Rapid Data Analysis in PowerBI With Jet. If you use Power BI alone to generate reports, the complexity of the Microsoft Dynamics datamodel can be an obstacle as it requires knowledge of its proprietary DAX scripting language. Datamodels must be refreshed either manually or on a set schedule.
In today’s fast-paced business environment, having control over your data can be the difference between success and stagnation. Leaning on MasterDataManagement (MDM), the creation of a single, reliable source of masterdata, ensures the uniformity, accuracy, stewardship, and accountability of shared data assets.
AI can also be used for masterdatamanagement by finding masterdata, onboarding it, finding anomalies, automating masterdatamodeling, and improving data governance efficiency. Early research shows that AI could have cost-saving benefits for companies with complex supply chains.
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