Thinking Fast and Slow for Data Science

The importance of knowing when to use Experimentation and when to use MLOps

Sunset Above Clouds. Image by author

These days almost every content related to Data Science and Machine Learning Engineering seems to be about MLOps. Ever since the Hidden Technical Debt in Machine Learning Systems (Sculley, et al.) was published in late 2015, there has been a dramatic rise in learning and…