Today @estuarydev launched on product hunt.
We're a niche data product, so I assumed we'd do okay but...we're #1!
Check it out: https://t.co/jksV1ssLdv
Scale beyond your local machine by leveraging distributed XGBoost with Dask 💥
In this blog, @richardpelgrim covers:
- Training a distributed XGBoost model in the cloud using Dask and Coiled
- Pro tips to speed up your training (from the Dask core team!)
https://t.co/1ar6Kz4vit
We hit 3k Twitter followers 🎉
To celebrate, we're sending Coiled swag to 10 lucky winners! That's right - you could be sipping from a Coiled mug like this one.
To enter, be following us @CoiledHQ & retweet this post! We'll announce the winners on Monday 12/13 at 12 PM EST 🔥
Dask release 2021.10.0 introduces the first piece of a new modular system called Active Memory Manager, which aims to alleviate memory issues for Dask users.
The examples in this blog use Dask release 2021.11.2 which features improved API and tools 💥https://t.co/aiHgbezeHI
Join us tomorrow for Higher-Performance Python for Data Science 💥
🕛 Noon EST/5 pm GMT
👋 With Principal Data Scientist @ianozsvald
📍 Hosted by @richardpelgrim
We’ll review the state-of-the-art in the data science and PyData landscape! Register here: https://t.co/4EVn25Eac6
Webinar alert 💥 Higher-Performance Python for Data Science
🗓️ 11.30
🕛 Noon EST/5 pm GMT
👋 Principal Data Scientist at Mor Consulting @ianozsvald
We’ll review the state-of-the-art in the data science and PyData landscape! Learn more and register here: https://t.co/4EVn25Eac6
New blog 💥 by our CEO @mrocklin
Many Dask and Coiled users are looking for a Spark/Databricks replacement
Matt outlines the problem they're trying to solve, and the relative strengths & current shortcomings of Dask/Coiled for large-scale ETL processing
https://t.co/DysrDdmY61
Great experience watching sales engineer @koverholt give a live demo setting up @CoiledHQ in as @Azure account in a customer account in ten minutes.
To be clear, I'm not saying "start a cluster in ten minutes" I'm saying "set up the entire IT stack in ten minutes".
New blog 💥 from @_mrpowers_
This post covers:
- How to filter Dask DataFrames based on the DataFrame index and on column values using loc
- How filtering can cause the “empty partition problem”
- How to eliminate empty partitions with repartitioning
https://t.co/QMLEpQHIHs
New blog 💥 How to turn Coiled into a Docker Image Pipeline
@richardpelgrim explains how to hook Coiled up to your own Docker registry to create a pipeline that converts your conda or pip environments into Docker images that can be used elsewhere.
https://t.co/kam2WKyfKl