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Examples of data science projects created with Kedro.

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What is kedro-community?

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


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

GitHub Discussions

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:

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

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.