Tag

Pipelines

PowerShell: not just for Windows anymore

From Learn PowerShell in a Month of Lunches, 4th Edition by Travis Plunk, James Petty, Tyler Leonhardt, Don Jones, Jeffery Hicks

Using Multiple Dispatch in Julia

An excerpt from Julia for Data Analysis by Bogumil Kaminski

This article shows you how to use Multiple Dispatch in Julia.

Read it if you’re a data scientist or anyone who works with lots of data, and if you’re interested in the Julia language.

Collective Communication Pattern: Improving Performance When Parameter Servers Become a Bottleneck

From Distributed Machine Learning Patterns by Yuan Tang

In this article, we introduce the collective communication pattern, which is a great alternative to parameter servers when the machine learning model we are building is not too large without having to tune the ratio between the number of workers and parameter servers.

Parameter Server Pattern: Tagging Entities in 8 Millions of YouTube Videos

From Distributed Machine Learning Patterns by Yuan Tang

In this article, we introduce the parameter server pattern which comes handy for situations where the model is too large to fit in a single machine such as one we would have to build for tagging entities in the 8 millions of YouTube videos.

Canary Deployments

From GitOps and Kubernetes by Billy Yuen, Alexander Matyushentsev, Todd Ekenstam, and Jesse Suen

This article delves into Canary deployments: what they are; how they work; and where you might consider using them.

Manage Your Infrastructure with GitOps Techniques

From GitOps and Kubernetes by Billy Yuen, Alexander Matyushentsev, Todd Ekenstam, and Jesse Suen

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