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What is data architecture? A framework to manage data

CIO

AI and machine learning models. Modern data architectures must be designed to take advantage of technologies such as AI, automation, and internet of things (IoT). They must prevent issues like data corruption, duplication, or loss. Application programming interfaces. Scalable data pipelines. Seamless data integration.

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Gen AI in 2025: Playtime is over, time to get practical

CIO

Launching several pilots in a short time not only can cost a lot of money but also often leads to a loss of employee productivity , as they struggle to learn how to use the new technology. Still, despite pilot fatigue more than a quarter of those surveyed say their companies plan to launch more than 20 AI pilots in 2025.

Startups 541
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Gaining an AI advantage: Not all AIs are created equal

CIO

In addition, granular data loss prevention policies enable the safe and secure use of Generative AI apps while preventing sensitive IP data from leaking out. Zscaler’s advantage in AI also comes from our partnerships and collaboration across a wide variety of industry leaders and universities in AI modeling and Generative AI space.

Advantage 397
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How Genetic Algorithms and Machine Learning Apply to Investments

Smart Data Collective

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. Modern machine learning and back-testing; how quant hedge funds use it. Machine learning tests.

Algorithm 331
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Can Machine Learning Address Risk Parity Concerns?

Smart Data Collective

Machine learning technology has already had a huge impact on our lives in many ways. There are numerous ways that machine learning technology is changing the financial industry. However, machine learning can also help financial professionals as well. These are some advantages of risk parity. What is risk parity?

Learning 294
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Maximizing the Business Benefits of Multi-Cloud Adoption

CIO

Cloud services can present a huge advantage for organizations pursuing digital and network transformations. Leaders see the cloud as a path to modernize their IT infrastructure, so they can achieve greater flexibility and agility, lower costs of operations, faster time to market, and heightened competitive advantage — just to name a few.

Business 448
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7 Advantages of Using Encryption Technology for Data Protection

Smart Data Collective

One of the top advantages of modern encryption technology is that you can apply it to all or most of the tech devices you use. That same year, as well as in 2013, there were two separate instances of more data loss via misplaced USB drives. Data Encryption Could Provide a Competitive Advantage.

Advantage 256