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They Handle 500B Events Daily. Here’s Their Data Engineering Architecture.

Monte Carlo

A data engineering architecture is the structural framework that determines how data flows through an organization – from collection and storage to processing and analysis. And who better to learn from than the tech giants who process more data before breakfast than most companies see in a year?

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The Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

Avoiding downtime was nerve-wracking, and the notion of a 'rollback' was as much a relief as a technical process.  After this zero-byte file was deployed to prod, the Apache web server processes slowly picked up the empty configuration file. Our deployments were initially manual. Apache started to log like a maniac.

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Stream Processing with Python, Kafka & Faust

Towards Data Science

How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on Unsplash Most of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. An event is generated by a producer (e.g. online dashboard).

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Change Control Process: Benefits, Examples, and Templates

Knowledge Hut

The change control process is a crucial aspect of project management intended to manage and regulate changes made to the project plan, schedule, and budget. These change control process steps are planning, analyzing, approval, testing, implementing, and closing. The change request kickstarts the process of change control.

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Troubleshooting Kafka In Production

Data Engineering Podcast

Summary Kafka has become a ubiquitous technology, offering a simple method for coordinating events and data across different systems. In the event of these different cluster errors, what are the strategies for mitigating and recovering from those failures? Operating it at scale, however, is notoriously challenging.

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Natural Language Processing: A Guide to NLP Use Cases, Approaches, and Tools

AltexSoft

And this technology of Natural Language Processing is available to all businesses. Available methods for text processing and which one to choose. What is Natural Language Processing? Natural language processing or NLP is a branch of Artificial Intelligence that gives machines the ability to understand natural human speech.

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How Snowflake and Merit Helped Provide Over 120,000 Students with Access to Education Funding 

Snowflake

The event-driven architecture converts events to Snowflake’s relational tables, enabling rapid, accurate, and secure data delivery for the most crucial government programs — ultimately benefiting more people, more smoothly.