Human-in-the-Loop Machine Learning
eBook Details: Paperback: 424 pages Publisher: WOW! eBook (July 20, 2021) Language: English ISBN-10: 1617296740 ISBN-13: 978-1617296741 eBook Description: Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI 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...