TY  - BOOK
AU  - Monarch, Robert
TI  - Human-in-the-Loop Machine Learning: active learning and annotation for human - centered AI
SN  - 9781617296741
U1  - 006.3 
PY  - 2021///
CY  - New York
PB  - Manning  pub.
KW  - Artifitial intelligence
KW  - machin learning
N2  - Most machine learning systems that are deployed in the world today learn from human feedback. However, most machine learning courses focus almost exclusively on the algorithms, not the human-computer interaction part of the systems. This can leave a big knowledge gap for data scientists working in real-world machine learning, where data scientists spend more time on data management than on building algorithms. Human-in-the-Loop Machine Learning is a practical guide to optimizing the entire machine learning process, including techniques for annotation, active learning, transfer learning, and using machine learning to optimize every step of the process

ER  -