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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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Enabling privacy and choice for customers in data system design

Lacework

When architecting data systems, a key philosophy is keeping customer privacy front and center both in the design choices made and and options presented to the user, while ensuring the ability to meet business needs and service criteria.

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5 Types of Infrastructure Engineers Your Business May Need

Mobilunity

In the modern business world, businesses need to have a robust, scalable, and efficient IT infrastructure to deliver integrated services that support the physical resources, processes, and operators need to develop, integrate, operate, and maintain IT applications and support services. The Role of an Infrastructure Engineer.

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IBM to buy Apptio for $4.6B to help companies optimize IT spend

CIO

Apptio Cloudability can also help connect multicloud and SaaS infrastructure with cloud financial management best practices to maximize the value of clients’ cloud strategy, IBM said. Enterprise Applications, Finance and Accounting Systems, Mergers and Acquisitions, Technology Industry

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Recycling robotics firm Glacier emerges from stealth with $4.5M

TechCrunch

“Recycling automation is uniquely positioned at the intersection of those two industries — we’re building infrastructure to handle the byproducts of our consumerism. The funding will go toward increasing headcount and accelerating the system’s commercial deployment. Founded in 2019, Glacier has run a number of pilots.

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Leaning into Retail’s Challenges with Digital Transformation

CIO

Home Depot , for example, is upgrading its wi-fi systems to make it easier for customers to design, visualize, and buy materials for their projects. But while these systems continue to work well for their certain purposes, they’re becoming increasingly ill equipped to handle the demands of a growing digital enterprise.

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Distributed systems: A quick and simple definition

O'Reilly Media - Ideas

Get a basic understanding of distributed systems and then go deeper with recommended resources. These always-on and always-available expectations are handled by distributed systems, which manage the inevitable fluctuations and failures of complex computing behind the scenes. “The Benefits of distributed systems.