Human-in-the-Loop Machine Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human-in-the-Loop Machine Learning write by Robert Munro. This book was released on 2021-07-20. Human-in-the-Loop Machine Learning available in PDF, EPUB and Kindle. 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.
Human Learning
Human Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human Learning write by Jeanne Ellis Ormrod. This book was released on 2012. Human Learning available in PDF, EPUB and Kindle. "The market-leading education textbook on learning theories, Human Learning, Sixth Edition, covers a broad range of concepts and is supported by the author's lucid and engaging writing style, which helps readers learn the book's content meaningfully. In this new sixth edition, readers will find significant updates to reflect the most current research in the field, including: expansion of the chapter on cognition and memory; re-organization of content on Piaget and Vygotsky into two separate chapters; a core section on teaching critical-thinking skills; and the significantly revised discussion of technology-based instructed. Instructors and students alike can feel confident in learning about learning with this influential and best-selling author"--Publisher's website.
Learning To Be Human
Learning To Be Human - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning To Be Human write by Leston L. Havens. This book was released on 1994-04-20. Learning To Be Human available in PDF, EPUB and Kindle.
Human and Machine Learning
Human and Machine Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human and Machine Learning write by Jianlong Zhou. This book was released on 2018-06-07. Human and Machine Learning available in PDF, EPUB and Kindle. With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanation of ML models, human cognitive responses in ML-based decision making, human evaluation of machine learning and domain knowledge in transparent ML applications. This is the first book of its kind to systematically understand the current active research activities and outcomes related to human and machine learning. The book will not only inspire researchers to passionately develop new algorithms incorporating human for human-centred ML algorithms, resulting in the overall advancement of ML, but also help ML practitioners proactively use ML outputs for informative and trustworthy decision making. This book is intended for researchers and practitioners involved with machine learning and its applications. The book will especially benefit researchers in areas like artificial intelligence, decision support systems and human-computer interaction.
Learning Human
Learning Human - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning Human write by Les Murray. This book was released on 2000. Learning Human available in PDF, EPUB and Kindle. Presents a collection of poems, written since 1965, that the author considers to be his best work.
