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Showing posts from June 11, 2024

[Day 162] Deploying a mage.ai instance to aws

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 Hello :) Today is Day 162! A quick summary of today: yes! I finally completed the 03-orchestration part from the MLOps zoomcamp downloaded the NYC taxi dataset and started learning how to turn it into a graph dataset Firstly, regarding mage.ai I cannot express how glad I am, to finish *completely* module 3. Here is my repo . So many errors and deviations from what is shown on the videos (which were recorded 2 weeks ago...) I am speechless. Nevertheless, I finally did it all. Today I figured out some of the errors related to AWS authentication, and managed to deploy an instance to AWS using github actions. I hope I can use it, or what is probably better - use what I learned today as a template for an actual production-ready deployment. Because right now some things like database info and passwords are on github.  I played around with deployments ~. Next will be module 4 - deployment.  Secondly, about what I did in the lab Firstly, today I read a nice paper:  PGCN: Progressive Graph Con