MLOps vs Plain Machine Learning
How shipping a model differs from training one in a notebook.
Two Different Jobs
Training a model and shipping one are two different jobs. One ends in a notebook chart; the other ends with real users hitting your model every second.
What Plain ML Is
Plain machine learning is the science: you clean data, fit a model, and check its accuracy. Brilliant work, but it lives entirely on your laptop.
All lessons in this course
- MLOps vs Plain Machine Learning
- The ML Lifecycle in One Picture
- Who Does What: Roles in an ML Team
- Your MLOps Maturity Checklist