Source Material: https://huyenchip.com/machine-learning-systems-design/toc.html
A very helpful course by Chip Huyen (who has a ton of great material – I’m considering buying her textbook on this topic) on framing common data science problems, and designing a machine learning system to solve it. Since my notes on this course are too long to reasonably be included as a blog post, I’ve attached a google doc with my key learnings below.
Notes: ML Systems Design Notes