ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)

There comes a time when every ML practitioner realizes that training a model in Jupyter Notebook is just one small part of the entire project. Getting a workflow ready which takes your data from its raw form to predictions while maintaining responsiveness and flexibility is the real deal. At that point, the Data Scientists or…

architecture data deal design examples flexibility jupyter mlops notebook part patterns pipeline predictions project raw small training workflow world