#resources
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marrrcin
04/06/2023, 9:02 AM<🇵🇱[Polish Content]
For those of you who speak Polish, we’ve released a full Kedro Tutorial video with @Wojciech Mikołajczyk. We show how to start a project with Kedro, explain configuration, nodes, pipelines, data catalog and even show how to run everything in Docker.Pokazujemy jak pisać ML pipelines w Kedro. Startujemy z projektem tutorialowym Kedro a następnie pokazujemy jak z nim pracować dokonując w nim różnych zmian i trenując własny model
Po obejrzeniu tego odcinka będziesz w stanie napisać swój pipeline w Kedro! 🙂
</ 🇵🇱👍 5❤️ 6🙌🏼 1🇵🇱 8K 8🙌 1👏 1n- 2
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Dheeraj
04/20/2023, 5:46 AMA comprehensive walkthrough tutorial of kedro using news classification dataset. Do checkout my blog. I hope it helps anyone who is getting started with kedro https://www.analyticsvidhya.com/blog/2023/04/walkthrough-of-kedro-framework-using-news-classification-task/🎉 2🙌🏼 1🙌 3K 2j- 2
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Juan Luis
04/21/2023, 2:45 PMa- 2
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Juan Luis
05/11/2023, 4:11 PM - n
Nok Lam Chan
05/16/2023, 1:01 PM🦀 2j- 2
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Juan Luis
05/19/2023, 11:28 AMfound this today: Kedro vs ZenML vs Metaflow: Which Pipeline Orchestration Tool Should You Choose? https://neptune.ai/blog/kedro-vs-zenml-vs-metaflow interesting insightsj- 2
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Juan Luis
05/22/2023, 10:58 AMfound these evaluation criteria for orchestrators https://www.linkedin.com/posts/marclamberti_dataengineering-dataengineer-data-activit[…]373981089792-7wsg what do you think? what's your orchestrator of choice?A 1P 1🧙 1D 2K 1 - j
Juan Luis
05/23/2023, 8:12 PMhttps://huggingface.co/blog/safetensors-security-audit 🔥 should we add a safetensors dataset to
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Nok Lam Chan
06/12/2023, 12:54 PMFind this blog post from #questions today, maybe we can add it to the
list? https://itstherealdyl.com/2022/03/29/deploying-a-recommendation-system-the-kedro-way/awesome-kedro✅ 1jdm- 4
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marrrcin
06/22/2023, 10:46 AMWe’re pushing MLOps platform on Snowflake with the help of K Kedro and MLflow https://www.linkedin.com/posts/marrrcin_from-0-to-mlops-with-part-2-architecting-acti[…]241131597824-nD7v?utm_source=share&utm_medium=member_desktop Likes on LinkedIn highly appreciated ☺️👍 2🥳 3❄️ 2 - m
marrrcin
06/29/2023, 11:27 AMOur real-world use case of using Kedro at a core of a project - delivered in 2 months from idea to prod https://getindata.com/blog/from-concept-production-2-months-sales-forecasting-machine-learning-model-dema-ai/🥳 6🚀 6😃 1yi- 3
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Juan Luis
07/05/2023, 8:40 AMnice and short writeup on Cloud development environments https://contributor-experience.org/docs/guide/tools/cdes.html I'm very fond of Gitpod for trainings and live demos but I still use my local development environment for almost anything else. what do folks use on their day to day?dd- 3
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Jo Stichbury
07/10/2023, 8:50 AMI spotted this article this morning, just in case anyone else finds it useful: https://www.prestonblackburn.com/projects/KedroSnowflake and https://github.com/PrestonBlackburn/kedro-snowflake-extensions - j
Juan Luis
07/11/2023, 12:53 PMsuper cool: query Snowflake directly from Polars using the ADBC driver https://pola-rs.github.io/polars/py-polars/html/reference/api/polars.read_database.html (more reading: https://arrow.apache.org/adbc/0.5.1/driver/snowflake.html) - j
Juan Luis
07/12/2023, 7:00 AMnice churn prediction Kedro project! K https://github.com/laizaparizotto/churn-prediction-kedro👍 1 - j
Juan Luis
08/14/2023, 9:13 AMthe new Prefect website looks rad! https://www.prefect.io/👍🏼 1dc- 3
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Juan Luis
08/23/2023, 5:49 PM"LLM Apps Are Mostly Data Pipelines" 👀 https://meltano.com/blog/llm-apps-are-mostly-data-pipelines/👍🏼 1cai- 4
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Juan Luis
08/30/2023, 1:58 PM
, DataFrame APIs for BigQuery 🔥 https://cloud.google.com/python/docs/reference/bigframes/latest, https://pypi.org/project/bigframes/bigframesibis 3🎉 3dcd- 4
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Juan Luis
08/30/2023, 5:38 PMKedro + Vineyard https://medium.com/cncf-vineyard/efficient-data-sharing-in-data-science-pipelines-on-kubernetes-bb42d36c739 via @datajoely and authored by @何涛🚀 3du- 3
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Nok Lam Chan
09/02/2023, 7:15 PMRandomly find this project today👀 https://pypi.org/project/kedro-graphql/#data👀 4 - j
Juan Luis
09/06/2023, 4:17 AMhttps://github.com/chdb-io/chdb a competitor to DuckDB powered by ClickHouse!👀 4dc- 3
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Juan Luis
09/06/2023, 10:12 AM - m
marrrcin
09/12/2023, 3:57 PM - j
Juan Luis
09/29/2023, 4:41 PMone of my favourite newsletters about data https://www.blef.fr/modern-data-stack-upgrade/ published a handful of very good links: • cost structures of different data stacks ("Modern", bundled, self-hosted) https://win.hyperquery.ai/p/does-the-modern-data-stack-work-at?ref=blef.fr • data modelling https://towardsdev.com/data-modeling-in-the-modern-data-stack-d29be964b3a7 • data layers https://medium.com/@sivailango.s/principles-of-data-layers-in-data-platform-a336a0ff9e1e an alternative to the Kedro convention cc @Andrew Stewart • an aplication of the Diátaxis documentation framework to data platforms https://deezer.io/rethinking-your-data-platform-documentation-so-that-people-actually-read-it-84baff70b9a4👍 3🔖 1 - d
datajoely
09/29/2023, 4:47 PMthe sub-layers map pretty identically to the Kedro convention - super interesting - m
marrrcin
10/12/2023, 2:32 PMOur approach to dynamic pipelines in Kedro K https://www.linkedin.com/posts/marrrcin_kedro-mlops-machinelarning-activity-7118241663164067840-ueuT?utm_source=share&utm_medium=member_desktop🚀 7K 4👍 3 - m
marrrcin
10/18/2023, 3:24 PMHot off the GetInData’s press: https://www.linkedin.com/posts/marrrcin_deploying-efficient-kedro-pipelines-on-gcp-ac[…]513563742208-9XzA?utm_source=share&utm_medium=member_desktop + KUDOS to @Artur Dobrogowski🚀 7getindata 2K 2 - n
Nok Lam Chan
10/24/2023, 3:32 PMFor those who read https://kedro.org/blog/build-a-custom-kedro-runner (Kedro SoftFailRunner) before, there is a <https://github.com/noklam/kedro-softfail-runner
|pip-installable package> now. (Yes, you can extend Kedro Runner too)
Copy codepip install kedro_softfail_runner kedro run --runner=kedro_softfail_runner.SoftFailRunnerK 4🥳 4❤️ 3d- 2
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Afiq Johari
10/26/2023, 12:14 PMBesides
andiris
, has anyone found other online examples that could be interesting to explore? It is helpful to learn from different designs and how people are implementing Kedro into their workflows. Or maybe there's already a list somewhere that I'm not aware of. Thanksspaceflightsdn- 3
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