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Data Quality Dimensions: How Do You Measure Up? (+ Downloadable Scorecard)

Precisely

For example, if your human resources information systems say an employee doesn’t work for your company anymore, yet your payroll says he’s still receiving a check, that’s inconsistent. Customer information, likewise, is often inconsistent across multiple systems such as CRM and ERP. That data quality dimension is called “timeliness.”

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A Tour Around Buck2, Meta's New Build System

Tweag

Buck2 is a from-scratch rewrite of Buck , a polyglot, monorepo build system that was developed and used at Meta (Facebook), and shares a few similarities with Bazel. As you may know, the Scalable Builds Group at Tweag has a strong interest in such scalable build systems. Meta recently announced they have made Buck2 open-source.

Systems 141
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Apache Kafka Data Access Semantics: Consumers and Membership

Confluent

Although it is the simplest way to subscribe to and access events from Kafka, behind the scenes, Kafka consumers handle tricky distributed systems challenges like data consistency, failover and load balancing. Let’s first examine what we would want from a typical system that processes a large amount of data for a critical cause.

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Supporting Diverse ML Systems at Netflix

Netflix Tech

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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Did Automattic commit open source theft?

The Pragmatic Engineer

Corporate conflict recap Automattic is the creator of open source WordPress content management system (CMS), and WordPress powers an incredible 43% of webpages and 65% of CMSes. I am glad they have the zip download and continuing auto updates. This event is shameful and unprecedented in the history of open source on the web.

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How to Download Jenkins - Windows, macOS, Linux, Docker

Knowledge Hut

Jenkins download takes care of all the tedious and time-consuming tasks involved in development so you can focus on writing code. If you are in the process of automating your software development or you are looking for a way to optimize your current practices, you can download Jenkins on Windows, macOS, Linux, as well as Docker.

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