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What is a Data Lake? Definition, Architecture, Tools, and Applications

IT Toolbox

Definition, Architecture, Tools, and Applications appeared first on Spiceworks. Enterprises can house structured and unstructured data via object storage units or blobs using a data lake. The post What is a Data Lake?

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What Is a Data Warehouse? Definition, Architecture, Tools, and Applications

IT Toolbox

Definition, Architecture, Tools, and Applications appeared first on Spiceworks. A data warehouse aggregates enterprise data from multiple sources to support querying and analysis for better decisions. The post What Is a Data Warehouse?

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Nvidia releases reference architectures for AI factories

Network World

The chipmaker has released a series of what it calls Enterprise Reference Architectures (Enterprise RA), which are blueprints to simplify the building of AI-oriented data centers. A reference architecture provides the full-stack hardware and software recommendations. However, there is another advantage, and that has to do with scale.

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Zero trust requires clear architecture plans before changing core systems

Network World

Zero trust touches everything: identity, applications, networks, data, and devices. In our research, we’ve found the most successful organizations dedicated the first phase of their zero-trust initiatives to working out an architecture. The best approach is not to change everything all at once. Instead, start with the big picture.

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What is data architecture? A framework to manage data

CIO Business Intelligence

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Ensure security and access controls.

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The key to operational AI: Modern data architecture

CIO Business Intelligence

To fully benefit from AI, organizations must take bold steps to accelerate the time to value for these applications. People : To implement a successful Operational AI strategy, an organization needs a dedicated ML platform team to manage the tools and processes required to operationalize AI models.

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Businesses struggle to balance AI tools and employee skills

Network World

The results show that while respondents see many potential applications of AI in several areas of the business, they still feel challenged by understanding the best way to balance AI technology with their human workforce. Fewer respondents said they’ll be developing their own tools for internal use.

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