Let's build a simple MLOps workflow on AWS! #1 - ML model preperation

In this series, I'll explain how I implemented a simple MLOps workflow on AWS.

Currently, I'm working as a cloud engineer, but I was studying machine learning when I was in graduate school.

Back then, training of ML models was done by manually sending jobs to an on-premise server. So, whenever I changed experimental settings such as the training dataset or hyperparameters. etc, I had to manually run the job. I wasn't even familiar with concepts …

aws build cloud deeplearning engineer graduate intro machine machine learning ml models mlops python school series simple studying training workflow