Human-in-the-Loop Machine Learning

Human-in-the-Loop Machine Learning PDF Author: Robert Munro
Publisher: Simon and Schuster
ISBN: 1617296740
Category : Computers
Languages : en
Pages : 422

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Book Description
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-in-the-Loop Machine Learning

Human-in-the-Loop Machine Learning PDF Author: Robert Munro
Publisher: Simon and Schuster
ISBN: 1617296740
Category : Computers
Languages : en
Pages : 422

Get Book Here

Book Description
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.

A New Garden Ethic

A New Garden Ethic PDF Author: Benjamin Vogt
Publisher: New Society Publishers
ISBN: 1771422459
Category : Gardening
Languages : en
Pages : 217

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Book Description
In a time of climate change and mass extinction, how we garden matters more than ever: “An outstanding and deeply passionate book.” —Marc Bekoff, author of The Emotional Lives of Animals Plenty of books tell home gardeners and professional landscape designers how to garden sustainably, what plants to use, and what resources to explore. Yet few examine why our urban wildlife gardens matter so much—not just for ourselves, but for the larger human and animal communities. Our landscapes push aside wildlife and in turn diminish our genetically programmed love for wildness. How can we get ourselves back into balance through gardens, to speak life's language and learn from other species? Benjamin Vogt addresses why we need a new garden ethic, and why we urgently need wildness in our daily lives—lives sequestered in buildings surrounded by monocultures of lawn and concrete that significantly harm our physical and mental health. He examines the psychological issues around climate change and mass extinction as a way to understand how we are short-circuiting our response to global crises, especially by not growing native plants in our gardens. Simply put, environmentalism is not political; it's social justice for all species marginalized today and for those facing extinction tomorrow. By thinking deeply and honestly about our built landscapes, we can create a compassionate activism that connects us more profoundly to nature and to one another.

Annual Report of the Attorney General of the United States

Annual Report of the Attorney General of the United States PDF Author: United States. Department of Justice
Publisher:
ISBN:
Category : Justice, Administration of
Languages : en
Pages : 498

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Book Description


Legislative, Executive, and Judicial Appropriation Bill, 1915

Legislative, Executive, and Judicial Appropriation Bill, 1915 PDF Author: United States. Congress. House. Committee on Appropriations
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 1006

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Book Description


Monarch Butterfly

Monarch Butterfly PDF Author: Cooper
Publisher: Carson-Dellosa Publishing
ISBN: 1612363458
Category : Juvenile Nonfiction
Languages : en
Pages : 28

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Book Description
Describes The Physical Characteristics, Behavior, Habitat, And Life Cycle Of The Monarch Butterfly.

MotorBoating

MotorBoating PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 144

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Book Description


Bulletin

Bulletin PDF Author:
Publisher:
ISBN:
Category : Agriculture
Languages : en
Pages : 1170

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Book Description


Annual List of Merchant Vessels of the United States

Annual List of Merchant Vessels of the United States PDF Author:
Publisher:
ISBN:
Category : Merchant marine
Languages : en
Pages : 452

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Book Description


Placement Study Notes: Reasoning Guide for Success in Recruitment Tests

Placement Study Notes: Reasoning Guide for Success in Recruitment Tests PDF Author:
Publisher: EduGorilla Community Pvt. Ltd.
ISBN: 9358802839
Category : Education
Languages : en
Pages : 574

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Book Description


Presidents, Monarchs, and Prime Ministers

Presidents, Monarchs, and Prime Ministers PDF Author: Carsten Anckar
Publisher: Springer Nature
ISBN: 3031039602
Category : Political Science
Languages : en
Pages : 234

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Book Description
During the last three decades, there has been a growing interest in systems that combine elements of parliamentarism and presidentialism. Despite the fact that much attention has been directed towards the semi-presidential form of government in particular, it is evident that many aspects of regime forms remain unexplored. This book systematically categorises democratic political regimes with a separate head of state and government (including regimes with a monarch and prime minister, and president and PM) globally and over a long historical period 1850–2019. It analyses how regimes with a dual executive emerge and what trajectories they follow. It also explores the stability of these regimes across time and space. An important feature of this endeavour is to address actual powers of the head of state rather than constitutional provisions.