In Data Science
9 Best Articles in 2020
Towards Data Science
Build pipelines with Pandas using “pdpipe”
Towards Data Science
10 min read · 47 saves · 2019-11-30 · Tirthajyoti Sarkar · We show how to build intuitive and useful pipelines with Pandas DataFrame using a wonderful little library called pdpipe.
Towards Data Science
The ultimate guide to building maintainable Machine Learning pipelines using DVC
Towards Data Science
~19 min read · 30 saves · Jul 6th · Déborah Mesquita · Learn the principles for building maintainable Machine Learning pipelines using DVC
In Startups
Harvard Business Review
Pipelines, Platforms, and the New Rules of Strategy
Harvard Business Review
~17 min read · 87 saves · From 2016 · Scale now trumps differentiation.
devcenter.heroku.com
Pipelines | Heroku Dev Center
devcenter.heroku.com
7 min read · 11 saves · From 2015 · A pipeline is a group of Heroku apps that share the same codebase.
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.…
Nature
Neuroimaging results altered by varying analysis pipelines
Nature
4 min read · 10 saves · May 20th · Martin Lindquist · 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 · Sriram Baskaran · In this blog, I cover the main concepts behind pipeline automation with Airflow and go through the code (and a few gotchas) to create…
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
7 min read · 26 saves · Jun 4th · Some examples of using unix tools in a pipeline
Trending
Machine Learning Mastery
Automated Machine Learning (AutoML) Libraries for Python
Machine Learning Mastery
~14 min read · 102 saves · Sep 17th · Jason Brownlee · AutoML provides tools to automatically discover good machine learning model pipelines for a dataset with very little user intervention. It is ideal for domain…
Data Science Central
Data Observability: How to Fix Your Broken Data Pipelines
Data Science Central
9 min read · Oct 19th · Barr Moses on October 15, 2020 at 1:30pm
View Blog · Image courtesy of Julia Kozoski on Unsplash. While the technologies and techniques for analyzing, aggregating, and modeling data have largely kept pace wi…
explosion.ai
Introducing spaCy v3.0 nightly
explosion.ai
10 min read · 13 saves · Oct 15th · spaCy v3.0 is going to be a huge release! It features new transformer-based pipelines that get spaCy's accuracy right up to the current state-of-the-art,…
Towards Data Science
Streamlining Feature Engineering Pipelines with Feature-engine
Towards Data Science
9 min read · Oct 22nd · Find out the challenges encountered when developing machine learning pipelines for deployment and learn how open source software can help.
More like this
github.com
quantumblacklabs/kedro
github.com
21 saves · 2019-06-05 · A Python library for building robust production-ready data and analytics pipelines - quantumblacklabs/kedro
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
Machine Learning Mastery
Automated Machine Learning (AutoML) Libraries for Python
Machine Learning Mastery
~14 min read · 102 saves · Sep 17th · Jason Brownlee · AutoML provides tools to automatically discover good machine learning model pipelines for a dataset with very little user intervention. It is ideal for domain…
medium.com
Trump, Putin and the Pipelines to Nowhere
medium.com
10 min read · 29 saves · From 2016 · You can’t understand what Trump’s doing to America without understanding the “Carbon Bubble”
Towards Data Science
Data Science for Startups: Data Pipelines
Towards Data Science
20+ min read · 28 saves · From 2018 · Part three of my ongoing series about building a data science discipline at a startup. You can find links to all of the posts…
In Math
Tomasz Tunguz
The Essential Go To Market Math for Beating Your SaaS Startup's Growth Targets
Tomasz Tunguz
2 min read · 32 saves · 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…
github.com
gaia-pipeline/gaia
github.com
17 saves · From 2018 · gaia - Build powerful pipelines in any programming language.
babeljs.io
7.5.0 Released: dynamic import and F# pipelines
babeljs.io
5 min read · 15 saves · 2019-07-05 · Today we are releasing Babel 7.5.0!
github.com
GitHub - rhiever/tpot: A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.
github.com
10 saves · From 2015 · tpot - A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.
