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How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

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Overcoming the 6 barriers to IT modernization

CIO

Legacy systems and technical debt Barrier: Legacy systems, often deeply embedded in an organization’s operations, pose a significant challenge to IT modernization. These outdated systems are not only costly to maintain but also hinder the integration of new technologies, agility, and business value delivery.

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AMD buys server maker ZT Systems as AI battle intensifies

CIO

AMD is acquiring server maker ZT Systems to strengthen its data center technology as it steps up its challenge to Nvidia in the competitive AI chip market. AMD can leverage these insights to refine and customize chip designs to meet specific needs and requirements. “By

System 194
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Why GreenOps will succeed where FinOps is failing

CIO

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. The rapid adoption of AI is making the challenge an order of magnitude worse.

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What is ERP? Enterprise resource planning systems explained

CIO

Enterprise resource planning (ERP) is a system of integrated software applications that manages day-to-day business processes and operations across finance, human resources, procurement, distribution, supply chain, and other functions. ERP systems improve enterprise operations in a number of ways. Key features of ERP systems.

Resources 179
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Securing Remote OT Operations:

Palo Alto Networks

This expanded attack surface has made OT systems a prime target for cyber threats, underscoring the need for a robust security framework tailored to remote OT environments. This approach minimizes exposure, limiting each users access to essential systems only.

Security 111
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Navigating the cloud maze: A 5-phase approach to optimizing cloud strategies

CIO

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. As organizations increasingly migrate to the cloud, however, CIOs face the daunting challenge of navigating a complex and rapidly evolving cloud ecosystem.

Cloud 147