9 Best Articles in 2021
Towards Data Science
Build pipelines with Pandas using “pdpipe”
Towards Data Science
10 min read · 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 · 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 · 2020-07-07 · Learn the principles for building maintainable Machine Learning pipelines using DVC
github.com
spotify/luigi
github.com
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 · 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 · 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 · 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 · 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
From 2019 · A Python library for building robust production-ready data and analytics pipelines - quantumblacklabs/kedro
Trending
grist
Keystone XL is history. What about the other pipelines?
grist
3 min read · Jun 14th · Activists say Biden needs to do more on pipelines to uphold his climate promises.
The New Stack
Securing Pipelines Through Secrets Management
The New Stack
4 min read · Jun 7th · A look at secrets management and ways to make continuous integration and continuous delivery (CI/CD) pipelines more secure.
davidabrock
The Forecast And Pipeline Are Different
davidabrock
2 min read · Jul 19th · I get into a lot of conversations about forecasts and pipelines. Sometimes, people tend to use these terms interchangeably. They are related concepts, but very different. The single question we answer…
Forbes
Council Post: How To Make Sure That Diversity In AI Works
Forbes
4 min read · Jun 15th · Transparency around talent pipelines, hiring practices and publishing compensation bands are table stakes D&I initiatives that can go a long way toward establishing diversity in the field of…
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The Washington Post
Six maps that show the anatomy of America's vast infrastructure
The Washington Post
10 min read · 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 · 2020-06-04 · Some examples of using unix tools in a pipeline
highops.com
Continuous Delivery: GoCD vs Jenkins
highops.com
6 min read · From 2014 · Not all pipelines are created equal: they need to be first class built-in concepts
github.com
cgarciae/pypeln
github.com
From 2018 · Concurrent data pipelines made easy. Contribute to cgarciae/pypeln development by creating an account on GitHub.
Machine Learning Mastery
Automated Machine Learning (AutoML) Libraries for Python
Machine Learning Mastery
~14 min read · 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…
github.com
koaning/scikit-lego
github.com
2020-11-18 · Extra blocks for scikit-learn pipelines. Contribute to koaning/scikit-lego development by creating an account on GitHub.
github.com
maiot-io/zenml
github.com
2020-12-24 · ZenML: Bring Zen to your ML with reproducible pipelines - maiot-io/zenml
github.com
gaia-pipeline/gaia
github.com
From 2018 · gaia - Build powerful pipelines in any programming language.
Tomasz Tunguz
The Essential Go To Market Math for Beating Your SaaS Startup's Growth Targets
Tomasz Tunguz
2 min read · From 2015 · How big is your SaaS startup’s sales pipeline? How big does it need to be to achieve next month’s bookings target? What is the ratio of the sales pipeline to bookings? What should it be? When asked…
