Tag

automate

Continuous Integration with GitHub Actions

An excerpt from Publishing Python Packages by Dane Hillard

This article discusses using GitHub Actions inside of CI workflows, using the example of a Python package software product.

Read it if you want to learn more about CI and Python packages.

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

A Deep Learning System from an Engineer’s Perspective

From Engineering Deep Learning Systems by Chi Wang and Donald Szeto

This article presents what prospective readers can expect to learn from this book and why you should learn it.

Read it if you’re a software developer interested in transitioning your skills to the field of deep learning system design or an engineering-minded data scientist who want to build more effective delivery pipelines.

Keeping Up with AWS

An interview with the author of Amazon Web Services in Action, Third Edition Brothers Michael and Andreas Wittig were practicing DevOps before DevOps was a thing. Here Andreas talks about keeping up with AWS changes, creating a freelance career, and… Continue Reading →

What is a (Python) Package, Anyway?

An excerpt from Publishing Python Packages by Dane Hillard

This article delves into what packages are exactly.

Read it if you want to learn more about Python packages.

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.

Parts of the Python Build System

From Publishing Python Packages by Dane Hillard This article covers the pieces of the Python build system itself, so you can learn how packages are built from scratch. Take 35% off Publishing Python Packages by entering fcchillard2 into the discount… Continue Reading →

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