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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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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. Civilian review boards rarely have power.

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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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Clay debuts a new tool to help people better manage their business and personal relationships

TechCrunch

A new startup called Clay , backed by $8 million in seed funding, has built a system designed to help you be more thoughtful with the people in your life, which operates somewhat like a personal CRM. It’s also offering cheaper access to certain groups, like students and nonprofits, if a request is emailed.).

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Interviewing is a noisy prediction problem

Erik Bernhardsson

So we can choose to spend one hour on system design, one hour on algorithms, etc. System design. Let’s review research and see what measurements to pick that are most predictive. Judging by the literature review earlier in this post, unstructured interviews are almost useless. Algorithms. Github portfolio.

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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. A mart is a group of aggregated tables (e.g.,

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Business Analysis Tools: Reviewing Confluence, IBM DOORS, Lucidchart, Gliffy, MS Visio, and more

Altexsoft

For now, there is no end-to-end system to perform all BA tasks in one place. There is nothing BA-specific about them, so we’ll omit the third group to focus on the first two categories instead. We selected the five most popular systems to compare their functionality. Review of requirements management software.