9 Best Articles in 2021
Towards Data Science
Build pipelines with Pandas using “pdpipe”
Towards Data Science
10 min read · 47 saves · 2019-11-30 · We show how to build intuitive and useful pipelines with Pandas DataFrame using a wonderful little library called pdpipe.
Harvard Business Review
Pipelines, Platforms, and the New Rules of Strategy
Harvard Business Review
~18 min read · 96 saves · From 2016 · Scale now trumps differentiation.
Towards Data Science
The ultimate guide to building maintainable Machine Learning pipelines using DVC
Towards Data Science
~19 min read · 30 saves · 2020-07-07 · Learn the principles for building maintainable Machine Learning pipelines using DVC
github.com
spotify/luigi
github.com
26 saves · From 2016 · luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support bu...
devcenter.heroku.com
Pipelines | Heroku Dev Center
devcenter.heroku.com
7 min read · 12 saves · From 2015 · A pipeline is a group of Heroku apps that share the same codebase.
Nature
Neuroimaging results altered by varying analysis pipelines
Nature
5 min read · 10 saves · 2020-05-21 · High variability in pipelines for neuroimaging analysis.
Insight Data Science
How to start automating your data pipelines with Airflow
Insight Data Science
7 min read · 18 saves · From 2018 · In this blog, I cover the main concepts behind pipeline automation with Airflow and go through the code (and a few gotchas) to create your…
Machine Learning Mastery
A Gentle Introduction to Machine Learning Modeling Pipelines
Machine Learning Mastery
6 min read · 66 saves · Jan 5th · Applied machine learning is typically focused on finding a single model that performs well or best on a given dataset. Effective use of the model will require appropriate preparation of the input data…
github.com
quantumblacklabs/kedro
github.com
23 saves · 2019-06-05 · A Python library for building robust production-ready data and analytics pipelines - quantumblacklabs/kedro
Trending
grist
Fighting pipelines to the last mile
grist
~12 min read · 12 saves · Apr 5th · In British Columbia, Native communities, activists, and local government are split over new pipelines.
The New York Times
No, Wind Farms Aren’t the Main Cause of the Texas Blackouts
The New York Times
6 min read · 42 saves · Feb 17th · The state’s widespread electricity failure was largely caused by freezing natural gas pipelines. That didn’t stop advocates for fossil fuels from trying to shift blame.
The New York Times
Drillers Burned Off Gas at a Staggering Rate as Winter Storm Hit Texas
The New York Times
6 min read · 15 saves · Mar 26th · Frigid temperatures last month froze pipelines and forced companies to flare vast amounts of planet-warming gases that they suddenly had nowhere to send.
VentureBeat
Exploring AWS SageMaker’s new features — Clarify, Pipelines, Feature Store
VentureBeat
9 min read · 11 saves · Feb 14th · Are you considering AWS SageMaker for your machine learning hub? Here's a hands-on look at some key, newly delivered, capabilities.
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The Washington Post
Six maps that show the anatomy of America's vast infrastructure
The Washington Post
10 min read · 50 saves · From 2016 · A look at the United States’s bridges, electrical grid, pipelines, railroads, airports and waterways
prithu.xyz
The beauty of Unix pipelines
prithu.xyz
8 min read · 26 saves · 2020-06-04 · Some examples of using unix tools in a pipeline
Machine Learning Mastery
Automated Machine Learning (AutoML) Libraries for Python
Machine Learning Mastery
~14 min read · 108 saves · 2020-09-17 · AutoML provides tools to automatically discover good machine learning model pipelines for a dataset with very little user intervention. It is ideal for domain experts new to machine learning or…
highops.com
Continuous Delivery: GoCD vs Jenkins
highops.com
6 min read · 10 saves · From 2014 · Not all pipelines are created equal: they need to be first class built-in concepts
github.com
cgarciae/pypeln
github.com
12 saves · From 2018 · Concurrent data pipelines made easy. Contribute to cgarciae/pypeln development by creating an account on GitHub.
github.com
maiot-io/zenml
github.com
25 saves · 2020-12-24 · ZenML: Bring Zen to your ML with reproducible pipelines - maiot-io/zenml
github.com
gaia-pipeline/gaia
github.com
18 saves · From 2018 · gaia - Build powerful pipelines in any programming language.
medium.com
Trump, Putin and the Pipelines to Nowhere
medium.com
~11 min read · 29 saves · From 2016 · You can’t understand what Trump’s doing to America without understanding the “Carbon Bubble”
KDnuggets
Managing Machine Learning Workflows with Scikit-learn Pipelines Part 1: A Gentle Introduction
KDnuggets
4 min read · 13 saves · From 2017 · By Matthew Mayo, KDnuggets. comments Are you familiar with Scikit-learn Pipelines? They are an extremely simple yet very useful tool for managing machine learning workflows. A typical machine learning…
