Paweł Cisło's Reviews > Machine Learning Yearning: Technical Strategy for AI Engineers, In the Era of Deep Learning

The e-book is full of high-level descriptions, which should satisfy AI project managers who would like to have a quick introduction into the basics of ML. For the more technical readers, I would instead propose to have a look into Andrew's ML Coursera material.

Overall, the material introduces lots of practical approaches, mainly for diagnosing errors in the ML systems. Still, I think that some of the presented concepts, such as "eyeball dev set" and "unavoidable bias" are not that common in the industry and could have been omitted.