Setting Parameters in kedro

Parameters are a place for you to store variables for your pipeline that can be

accessed by any node that needs it, and

https://waylonwalker.com/kedro-parameters

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kedro-neptune

Running your Kedro Pipeline from the command line

Running your kedro pipeline from the command line could not be any easier to

get started. This is a concept that you ma

https://waylonwalker.com/kedro-run

Neat little article written by @User how we do #864784648575254558 on Kedro https://quantumblack.medium.com/framework-centred-design-3-design-techniques-to-create-technical-products-b88d6485e62b

Kedro Cheat Sheet https://www.linkedin.com/posts/augment-partners_kedro-cheat-sheet-by-augment-activity-6858927624631283712-Ivqk

Awesome talk given by one our developers @User at this year's EuroPython conference

Also posting the Augment Partners Kedro cheat sheet here for easy access!

Awesome! Is there a link to the presentation so one can check out the links?

I'll look into that for you 🙂

Slides are here @User https://ep2021.europython.eu/talks/6GJFyZM-reproducible-and-deployable-data-science-with-open-source-python/

One of our lead software engineers @User is speaking live about the future of packaging in Kedro at PackagingCon!

Will post the recording when its up too

FYI to save some scrubbing time, @datajoely I found @Lorena 's presentation at 1:20:20 in the youtube video

Good overview of things to come. Will Kedro be presenting at ODSC West next week? Seems like a good fit.

We're not - we'll be doing more around the 0.18.0 release + our move the Linux Foundation

I would say if any of the community fancies doing a Kedro themed presentation about your workflow we'd love to support you

Okay still learning how to work it in to my flow. Cheers!

Has anyone been poking around our beta Experiment Tracking functionality? https://kedro.readthedocs.io/en/stable/08_logging/02_experiment_tracking.html

Just play around with it quickly and a few thoughts about it. Experiments metrics are often compare against other experiments. Currently the metrics are plot as Metric vs Version. * Version name does not has sufficient metadata to tell what is that experiment exactly (I think there are no obvious way to name the version in a custom way, correct me if I am wrong) * Slicing/Filtering is a must for experiment tracking. i.e. Compare experiment_001 with a new feature and experiment_002 without a new feature. * I used kedro viz locally, however, experiment metrics are most likely more useful with a Server. It may works fine if it is a 1 person project, but as long as multiple person are involved, there will be need of a central server to host all metric datasets to have a complete history (i.e. tracking progress of a particular project)

Yo @User great thinking - all of these are coming 🙂 so stay tuned!

Another cool article about Kedro: https://medium.com/hacking-talent/production-code-for-data-science-and-our-experience-with-kedro-60bb69934d1f

@User 's talk about the future of micro-packaging in Kedro at this year's PackagingCon is up! 💪

Cool little series about using Kedro in production by Indicium Tech 🇧🇷 https://medium.com/indiciumtech/how-to-build-models-as-products-using-mlops-part-1-introduction-a93eb5b6a96

Part 2: https://medium.com/indiciumtech/how-to-build-models-as-products-using-mlops-part-2-machine-learning-pipelines-with-kedro-10337c48de92 Part 3: https://medium.com/indiciumtech/how-to-build-models-as-products-using-mlops-part-3-versioning-models-with-mlflow-1e7bde445833

There's a new Kedro article, **"How To Use Kedro to Orchestrate Your MLOps Pipelines"**: https://towardsdatascience.com/pipelines-with-kedro-298504d254e5

Running Kedro on Ubuntu 21.10 Impish Indri

I just installed a brand new Ubuntu 21.10 Impish Indri, and wanted a

kedro project to play with so I did what any good k

https://waylonwalker.com/til/kedro-ubuntu-impish

Hey my feed is working on #tils as well, Nice!

Our tech lead @User was recently on the MLOps community podcast talking about how Kedro is designed

Practice making pipelines with kedro

I am a huge believer in practicing your craft. Professional athletes

spend most of their time honing their skills and m

https://waylonwalker.com/til/practice-kedro