Data containers have become crucial for the efficient transport of data to a public cloud and back to a private platform. Containers are software packages containing everything needed for the software to run. This includes libraries, system tools, and settings, as well as an executable program. Additionally, containers offer another layer of security because the […]
Enterprise Data Literacy: Understanding Data Management
To truly understand data-as-an-asset requires Enterprise Data Literacy, an organizational capability to take, analyze, and use data to remain secure and competitive. But achieving a high Enterprise Data Literacy can remain daunting when business and IT interact together. All too often in the middle of a project sprint, IT gets stuck on a minor problem, […]
Data Governance and Serverless Computing
Some of the latest buzz in the big data world is centered around the complexity of on-premises, Hadoop technology implementation, and so enterprises are getting restless and moving to the cloud. In an increasingly cloud-friendly business landscape, serverless computing may hold more promise than retrofitting Hadoop. More and more global businesses are moving to the […]
Metadata Repository Essential Use Cases
“Even though we’re working with very sophisticated Data Science resources, we still hear over and over, ‘I don’t even know what data is available,’” said Susan Swanson, the Senior Manager of Data Modeling and Architecture at Health Care Service Corporation (HCSC), an organization that offers regional health care coverage and services. Speaking at the DATAVERSITY® […]
Unify Data Governance with Data Architecture
Think of an organization trying to create a single understanding of the information of the organization and the instances of that data around its estate. Consider different groups of people contributing to and using this model from different perspectives and varying reasons. And view this in the context of Data Governance, Data Architecture or Business […]
A Brief History of Open Source Data Technologies
Openly sharing information has been a part of human culture since the beginning of civilization. Information would be shared with the general community and the practice has had a powerful impact on the development of tools and machinery. In opposition to this practice, is the concept of ownership and control over new ideas and concepts, […]
Fundamentals of Machine Learning Enabled Analytics
The famous theoretical physicist Stephen Hawking said, “It’s tempting to dismiss the notion of highly intelligent machines as mere science fiction.” Artificial intelligence (AI), the game-changer technology of the global business world, comprises three distinct sub-disciplines: machine learning (ML), natural language processing (NLP), and cognitive computing. Automated solutions in business analytics use all these sub-technologies, […]
How Can Data Strategy Strengthen Advanced Analytics?
The journey of advanced analytics has been a long in development, with many hurdles along the way. Some of the most complicated aspects of data analytics that still remain today are data gathering technologies, data cleansing methods, and skill support for advanced analytics. It has taken years to come to the automated age of business […]
Case Study: AK Productions Increases Efficiency with Cloud Storage Solution
AK Productions found out why economical and efficient cloud storage leads to a better workflow. The freelance company does video production for businesses and individuals, including international brands like National Geographic and the World Bank. Aiden Korotkin, director of photography and editor, stays hands-on throughout each project. He shoots videos from start to finish, edits […]
Metadata Repository Basics: From Database to Data Architecture
Companies use a metadata repository to store and share information about data or metadata. Metadata repositories, once thought limited to databases or diagrams, have evolved sophisticated Data Architectures, driving businesses to transform the marketplace digitally. Take the New South Wales (NSW) government’s Spatial Digital Twin, which went live in February 2020. NSW, an Australian state […]