Tag

pipeline

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.

Robust Machine Learning with ML Pipelines

From Data Analysis with Python and PySpark by Jonathan Rioux

This chapter covers using transformer and estimators to prepare data into ML features.

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.

Big Data is Just a Lot of Small Data: using pandas UDF, part 2

From Data Analysis with Python and PySpark by Jonathan Rioux

This article covers

·         Using pandas Series UDF to accelerate column transformation compared to Python UDF.

·         Addressing the cold start of some UDF using Iterator of Series UDF.

Big Data is Just a Lot of Small Data: using pandas UDF

From Data Analysis with Python and PySpark by Jonathan Rioux

This article covers

·   Using pandas Series UDF to accelerate column transformation compared to Python UDF.

·   Addressing the cold start of some UDF using Iterator of Series UDF.

Your Data under a Different Lens: window functions

From Data Analysis with Python and PySpark by Jonathan Rioux

This article covers window functions and the kind of data transformation they enable.

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 →

Improving ARM Template Syntax with Bicep Templates

From Azure Infrastructure as Code by Henry Been, Eduard Keilholz, and Erwin Staal

This is an excerpt from chapter 6, which starts with introducing the Bicep language, a new and improved IaC language for a Azure. This snippet is the next section of the chapter, which lists the benefits of Bicep over ARM Templates.

Let’s jump into using Bicep templates to improve ARM template syntax!

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