What is kedro-community?

Warning This repository is archived in favor of https://github.com/kedro-org/awesome-kedro.

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This repo contains links to articles, podcasts and videos about Kedro, as well as community created examples of Kedro projects.

If you're looking to engage with the community then we suggest checking our Slack organization or GitHub discussions.

Become a Kedroid

This is our affectionate term for power users and people who really help out other users in the community. Do get involved and, we'll do our best to make sure you earn the official Kedroid badge of honour

Public Showcases

Date	Deck	Recording
June 2020	Link	YouTube link

Where can I find more example projects using Kedro?

The Kedro team maintains the following official Kedro tutorial projects, also known as starters:

• Spaceflights tutorial
• Iris dataset tutorial with pandas
• Iris dataset tutorial with pyspark

Our community of Kedro users are creating their own profile projects, you can have a look at:

• Response Recommendation System for BarefootLaw by Kasun Amarasinghe, Carlos Caro, Nupoor Gandhi and Raphaelle Roffo, an extensive Data Science for Social Good (DSSG) at Imperial College London project that recommends responses to law related queries
• Augury by Craig Franklin, machine-learning functionality for predicting AFL match results in the Tipresias app
• CausalLift by Yusuke Minami, a Python package for Uplift Modeling in real-world business
• PipelineX by Yusuke Minami, a Python package to develop pipelines for rapid Machine/Deep Learning experimentation using Kedro and MLflow. Example projects using PyTorch, Pandas, and OpenCV are available.
• kedro-mlflow-example by Tom Goldenberg, a project that demonstrates how to integrate MLflow with a Kedro codebase
• kedro-wdbc-tf by Abhinav Prakash, this project uses a Kedro template to create Deep Learning workflow. The model training was done with TensorFlow against the wdbc (Breast Cancer) dataset.
• twitter-sentiment-analysis by Avi Agarwal, a project that demonstrates how to use Kedro to train and evaluate an NLP-based machine learning model.
• Anomaly Detection Pipeline with Kedro by Kenneth Leung, a project that demonstrates how to use Kedro for fraud detection on credit card transaction data using an Isolation Forest machine learning model. You can find a useful list of Kedro-related plugins, blog posts, videos, and other resources over on Florian Kromer's Github awesome-kedro repository.

Where can I find articles, podcasts and videos about Kedro?

Date	Title	Author	Channel	Format	Language
22/07/2022	Building and Managing Data Science Pipelines with Kedro	Kenneth Leung	Neptune Blog	Article	English
N/A	Deploying Kedro Pipelines to Apache Airflow	astronomer.io	Astronomer Blog	Article	English
13/09/2021	Writing your first kedro Nodes	Waylon Walker	Personal Blog	Article	English
19/09/2021	Setting Parameters in kedro	Waylon Walker	Personal Blog	Article	English
24/08/2021	Add New Dependencies to Your Kedro Project	Waylon Walker	Personal Blog	Article	English
24/08/2021	Running your Kedro Pipeline from the command line	Waylon Walker	Personal Blog	Article	English
23/08/2021	kedro Virtual Environment	Waylon Walker	Personal Blog	Article	English
22/08/2021	Kedro Pipeline Create	Waylon Walker	Personal Blog	Article	English
21/08/2021	Kedro Install	Waylon Walker	Personal Blog	Article	English
20/08/2021	Kedro Git Init	Waylon Walker	Personal Blog	Article	English
18/08/2021	Kedro New	Waylon Walker	Personal Blog	Article	English
17/08/2021	What is Kedro	Waylon Walker	Personal Blog	Article	English
16/08/2021	How I Kedro	Waylon Walker	Personal Blog	Article	English
07/08/2021	Incremental Versioned Datasets in Kedro	Waylon Walker	Personal Blog	Article	English
16/07/2021	Productionizing ML Pipelines with Airflow, Kedro, and Great Expectations	Kenten Danas	Airflow Summit	Recording	English
16/06/2021	Change Data Capture With Kedro and Dolt	Oscar BatoriandMax Hoffman	dolthub	Article	English
20/04/2021	Applying data engineering to applications with Kedro	Iñigo Sanz Garcia	NearForm Blog	Article	English
27/04/2021	Running Machine Learning Pipelines with Kedro, Kubeflow and Airflow	Mariusz Strzelecki	getindata Blog	Article	English
06/04/2021	PyConUS 20201 - Reproducible and maintainable data science code with Kedro	Yetunde Dada	YouTube	Recording	English
03/02/2021	Introducing Kedro: Yetunde Dada, Principal Product Manager at QuantumBlack	Matt Turk	Personal Blog	Article	English
N/A	DataEngineerOne Kedro Youtube channel	Tam-Sanh Nguyen	YouTube	Recording	English
23/12/2020	Standardization of End-to-End Data Pipeline for AI Project Using Kedro	Anish Pandey, Sushil Ghimire	leapfrog Blog	Article	English
08/12/2020	Using Kedro pipelines to train Amazon SageMaker models	Jeremy Warrick	AWS Blog	Article	English
06/11/2020	Kedro 6 Months In	Lou Kratz	Personal Blog	Article	English
27/10/2020	Jungle Scout case study: Kedro, Airflow, and MLFlow use on production code	Eduardo Ohe	Jungle Scout Engineering	Article	English
26/10/2020	What's New in Kedro 0.16.6?	Waylon Walker	Personal Blog	Article	English
08/24/2020	Building a Production-Level Data Pipeline Using Kedro	Kiyoshito Kunii	Open Data Science Blog	Article	English
08/10/2020	Designing a "Router" for kedro	Waylon Walker	Personal Blog	Article	English
06/10/2020	Power is nothing without control	Jo Stichbury	Towards Data Science	Article	English
28/08/2020	Start small and grow big MLOps2020	@chck	PyCon Japan 2020	Presentation	Japanese
22/07/2020	Principled Data Science Workflows	Eric Ma	PyData Data Boston July	Recording	English
21/07/2020	Get Started with Machine Learning Pipelines at Kedro	@noko_qii	Qiita	Article	Japanese
02/07/2020	Mid Meet Py - Ep.14 - Interview with Waylon Walker	Waylon Walker	DEV Community	Article	English
25/06/2020	How to find datasets in your kedro catalog	Waylon Walker	DEV Community	Article	English
19/06/2020	How Kedro handles your inputs	Waylon Walker	DEV Community	Article	English
05/06/2020	Post mortem debugging sessions with Kedro hooks	Zain Patel	Personal Blog	Article	English
01/06/2020	Start small and grow big MLOps2020	@chck	CyberAgent AI tech studio	Article	Japanese
27/05/2020	Create Configurable Kedro Hooks	Waylon Walker	DEV Community	Article	English
26/05/2020	What's an example use case of Kedro?	Waylon Walker	Software Daily	Article	English
26/05/2020	Kedro 0.16.0 is released	Waylon Walker	Software Daily	Article	English
20/05/2020	Make Notebook Pipeline with Kedro+Papermill	Takumi Hirata	Qitta	Article	Japanese
14/05/2020	25 Hot New Data Tools and What They DON’T do	Pete Soderling	Towards Data Science	Article	English
11/05/2020	Kedro Hooks Intro - creating the kedro-preflight hook	Waylon Walker	DEV Community	Article	English
19/04/2020	Next Generation Data Science and Data Engineering Frameworks	Will Flowers	Personal Blog	Article	English
02/03/2020	Create New Kedro Pipeline (kedro new)	Waylon Walker	DEV Community	Article	English
24/02/2020	What is Kedro (The Parts)	Waylon Walker	DEV Community	Article	English
10/02/2020	Understanding best-practice Python tooling by comparing popular project templates	Jonas Kemper	Medium	Article	English
08/02/2020	A story using the Kedro pipeline library	Kien Y. Knot	Hatena Blog	Article	Japanese
07/02/2020	Transparent data flow with Kedro	Nick Doiron	Medium	Article	English
02/02/2020	Comparison of Python pipeline packages: Airflow, Luigi, Metaflow, Kedro & PipelineX	Yusuke Minami	Medium	Article	Japanese
23/12/2019	Kedro in Jupyter Notebooks On Google GCP Dataproc	Zhong Chen	Zhong Chen	Article	English
19/12/2019	Production-level data pipelines that make everyone happy using Kedro	Yetunde Dada	PyData Berlin 2019	Recording	English
18/12/2019	Building a Pipeline with Kedro for an ML Competition	Masaaki Hirotsu	Medium	Article	Japanese
18/12/2019	Kedro - Nubank ML Meetup	Carlos Barreto	Nubank On the Stage	Recording	Portuguese
16/12/2019	Data Science Best Practices con Kedro	Carlos Gimenez	PyData Córdoba Argentina 2019	Recording	Spanish
18/11/2019	Using Kedro and MLflow Deploying and versioning data pipelines at scale	Tom Goldenberg & Musa Bilal	QuantumBlack Medium	Article	English
01/10/2019	Ship Faster With An Opinionated Data Pipeline Framework Episode** 100	Tom Goldenberg	Data Engineering Podcast	Podcast	English
11/07/2019	Some cool open-source Python packages for Machine Learning	François Pacul	Architecture & Performance	Article	English
04/06/2019	Kedro: A New Tool For Data Science	Jo Stichbury	Towards Data Science	Article	English
23/12/2020	Standardization of End-to-End Data Pipeline for AI Project Using Kedro	Anish Pandey & Sushil Ghimire	Industrial use case	Article	English

Where can I find plugins, extensions, and kedro-related packages?

The community of plugin authors tag each project on GitHub with the kedro-plugin tag. You can find a listing of all plugins on GitHub.

What licence do you use?

Kedro is licensed under the Apache 2.0 License.