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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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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.

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Police Reform and Systems Design in 5 Clear Points

Scott Berkun

That word, system , is one that designers know well. Systems theory is its own subject, as are police history and police reform, but I haven’t seen them brought together in a simple way that most people can grasp. Civilian review boards rarely have power.

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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. What regional data requirements or preferences should be considered?

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Revenue Management Systems for Hotels: Products and Features

Altexsoft

A solid revenue management system (RMS) serves as a trusted steering wheel, guiding in the right direction and making that journey smoother. From analyzing real-time data to making forecasts about future trends, these systems provide functionality for staying ahead in a dynamic hospitality market. Coordinated pricing adjustments.

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Book Review: Designing Data-Intensive Applications

Henrik Warne

What a great book Designing Data-Intensive Applications is! It covers databases and distributed systems in clear language, great detail and without any fluff. I particularly like that the author Martin Kleppmann knows the theory very well, but also seems to have a lot of practical experience of the types of systems he describes.

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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.