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Human-in-the-Loop Machine Learning
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.
King Charles
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Human-in-the-Loop Machine Learning
Human-in-the-Loop Machine Learning lays out methods for humans and machines to work together effectively. Summary 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 le...
Monarch
For more than fifty years, Elizabeth Alexandra Mary Windsor -- who became Elizabeth II, Queen of England on February 6, 1952 -- has been loved and loathed, revered and feared, applauded and criticized by her people. Still she endures as a captivating figure in the world's most durable symbol of political authority: the British monarchy. In Monarch, a meticulously detailed portrait of Elizabeth II as both a human being and an institution, bestselling author Robert Lacey brings the queen to life as never before: as baby "Lilibet" learning to wave to a crowd in the Royal Mews; as a child "ardently praying for a brother" so as to avoid her fate; as a young woman falling in love with and marrying her cousin Philip; and as the mother-in-law of the most complicated royal of all, Princess Diana. Updated with new material to reflect the 2002 Golden Jubilee and the passing of the Queen Mum -- and featuring dozens of photographs, a family tree of the Hanoverian-Windsor-Mountbatten families, and a map that charts the location of royal castles -- Monarch is an engaging, critical, and celebratory account of Elizabeth's half-century reign that no reader of popular history should be without.
Our Queen
The inside story of a thoroughly modern monarch told by the maker of ITV's upcoming documentary on Queen Elizabeth II's jubilee. This bestselling acclaimed biography of our Queen contains previously unseen material. History has known no monarch like her. She has travelled farther than all her predecessors put together and lived longer than any of them. She has known more historic figures than anyone alive - from Churchill to Mandela, de Gaulle to Obama. Now, the distinguished royal writer Robert Hardman has been granted rare and privileged access to the world of Queen Elizabeth II to produce this enthralling new portrait of one of the most popular public figures on Earth. 'So much has changed around the Queen yet she has remained utterly true to herself,' says Hardman. 'There is this timeless quality about her. The more you talk to Her Majesty's family and to her people, the more you look at her life, the more impressive the scale of her achievement becomes.' Here is the inside story.
Sir Robert Filmer (1588-1653) and the Patriotic Monarch
This book studies the patriarchalist theories of Sir Robert Filmer (1588-1653) in the context of early modern English and European political cultures. Making use of unexplored primary material and adopting an innovative contextual approach, Cuttica provides a long-overdue account of an often referred-to but largely misunderstood thinker. By focusing on Filmer's most important writing, Patriarcha (written in the 1620s-30s but published in 1680), this monograph rethinks some crucial issues in the reading of political history in the seventeenth century. Most importantly, it invites new reflections on the theory of patriarchalism and gives novel insights into the place of patriotism in the devel...
Chasing Monarchs
Although no one had ever followed North American monarch butterflies on their annual southward journey to Mexico and California, in the 1990s there were well-accepted assumptions about the nature and form of the migration. But to Robert Michael Pyle, a naturalist with long experience in monarch conservation, the received wisdom about the butterflies’ long journey just didn’t make sense. In the autumn of 1996 he set out to uncover the facts, to pursue the tide of “cinnamon sailors” on their long, mysterious flight. Chasing Monarchs chronicles Pyle’s 9,000-mile journey to discover firsthand the secrets of the monarchs’ annual migration. Part road trip, part outdoor adventure, and p...
King Charles III
The definitive biography of King Charles III.
Practical Natural Language Processing
Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You’ll learn how to adapt your solutions for different industry verticals such as health...
Our King: Charles III
*The definitive biography of King Charles III, by Sunday Times bestselling author Robert Jobson, published on the eve of the Coronation* 'To Charles, being monarch has nothing to do with power - he believes his role is to lead. It is up to others whether they choose to follow.' When Her Majesty Queen Elizabeth II died in September 2022, it sent shockwaves around the world. The longest reigning and oldest monarch, at ninety-six years of age, she had just publicly celebrated her Platinum Jubilee in June 2022. The Queen's death meant the passing of the Crown to her son, HRH Charles, Prince of Wales, her controversial, earnest, and outspoken heir, who had long lived in the shadow of her mystique. King Charles III's own life has been marred by scandal and myth, but who is the real man behind the Crown? In this revelatory book, renowned royal correspondent and author Robert Jobson examines the life of our new King, and his passions, purpose, and motivations. On the eve of his landmark coronation, Our King considers the life of the man and the monarch, reflecting on how his values and beliefs will shape him as he takes on this monumental role. EditBuild
