Human in the Loop Machine Learning is popular PDF and ePub book, written by Robert Munro in 2021-07-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Human in the Loop Machine Learning can be Read Online from any device for your convenience.
Human in the Loop Machine Learning Book PDF Summary
Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data, lowers costs, and helps you ship models faster. Human-in-the-loop machine learning lays out methods for humans and machines to work together effectively. You'll find best practices on selecting sample data for human feedback, quality control for human annotations, and designing annotation interfaces. You'll learn to dreate training data for labeling, object detection, and semantic segmentation, sequence labeling, and more. The book starts with the basics and progresses to advanced techniques like transfer learning and self-supervision within annotation workflows.
Detail Book of Human in the Loop Machine Learning PDF
- Author : Robert Munro
- Release : 20 July 2021
- Publisher : Simon and Schuster
- ISBN : 9781617296741
- Genre : Computers
- Total Page : 422 pages
- Language : English
- PDF File Size : 12,8 Mb
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