Arian NasehinLevel Up CodingCI/CD Pipelines for ML projects: Motivation, Definition, and Best PracticesLast time I wrote a Medium piece, it was all about dockerizing and deploying a machine learning model as a web app. We had a fun little…5 min read·Jun 4, 2024----
Arian NasehinLevel Up CodingProductionizing a ML model: Reviewing the conceptsI know this title is a couple of years late to the market since everyone has moved on from deployment, and all the attention is on LLMs and…4 min read·Jan 30, 2024--1--1
Arian NasehinLevel Up CodingProductionizing a ML Model- Part 2: A TutorialIn my previous story, I wrote an overview of the steps required for taking a model from Jupyter notebooks to the production stage. Today…11 min read·Jan 29, 2024--1--1