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Data News — Week 24.02

Christophe Blefari

Back to the usual Data News—with a little delay, I'm sorry. It's a subject close to my heart and I was very happy to share it with you, because I never thought that Data News would become such a big part of my life. I actually cover data engineering and how to put data stuff into production.

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Upgrade your Modern Data Stack

Christophe Blefari

Make your data stack take-off ( credits ) Hello, another edition of Data News. This week, we're going to take a step back and look at the current state of data platforms. What are the current trends and why are people fighting around the concept of the modern data stack. Is the modern data stack dying?

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What is Stack Data Structure? Types, Operations, Implementation

Knowledge Hut

In the field of computer science and programming, whether it's managing data, executing algorithms, or optimizing memory usage, I always required streamlined processes. The stack data structure is a fundamental tool that embodies simplicity and efficiency in data management. What is Stack Data Structure?

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How DoorDash Migrated from StatsD to Prometheus

DoorDash Engineering

Just when we most needed observability data, the system would leave us in the lurch. That’s why we decided to migrate our observability technology stack to Prometheus-based monitoring. Lack of naming standardization and limited tags The StatsD-based monitoring pipeline lacks naming standardization and has limited support for tags.

AWS 82
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How to get started with dbt

Christophe Blefari

dbt Core is an open-source framework that helps you organise data warehouse SQL transformation. dbt was born out of the analysis that more and more companies were switching from on-premise Hadoop data infrastructure to cloud data warehouses. This switch has been lead by modern data stack vision.

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Scalable Annotation Service?—?Marken

Netflix Tech

Scalable Annotation Service — Marken by Varun Sekhri , Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. Annotations Sometimes people describe annotations as tags but that is a limited definition. Teams should be able to define their data model for annotation.

Algorithm 113
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Open-Sourcing a Monitoring GUI for Metaflow

Netflix Tech

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task.

Python 89