Run Python scripts in the cloud with AWS EC2. Explore step-by-step setup and how to simplify scaling Python workloads with less manual effort.| Coiled
This page compares Coiled to many related technologies in the data infrastructure space. Some of these compete, some complement. We try to give an honest accounting below: Dask, Pandas, Xarray, Num...| Coiled
James Bourbeau, Matt Rocklin 2024-09-09 3 min read TL;DR: We need your help creating a geospatial benchmark suite. Please propose your workload on this GitHub discussion. People love the Xarray/Das...| Coiled
Do you use SQL or Python for data processing? Every data engineer will have their preference. Some will swear by Python, stating that it's a Turing-complete language. At the same time, the SQL camp will restate its performance, ease of understanding, etc. Not using the right tool for the job can lead to hard-to-maintain code and sleepless nights! Using the right tool for the job can help you progress the career ladder, but every advice online seems to be 'Just use Python' or 'Just use SQL.' U...| www.startdataengineering.com
Imagine working for a company that processes a few GBs of data every day but spends hours configuring/debugging large-scale data processing systems! Whoever set up the data infrastructure copied it from some blog/talk by big tech. Now, the responsibility of managing the data team's expenses has fallen on your shoulders. You're under pressure to scrutinize every system expense, no matter how small, in an effort to save some money for the organization. It can be frustrating when data vendors ch...| www.startdataengineering.com