Inside the black box

Inside the black box

Author: Paul Black

Publisher: Granada Learning

Published: 1998

Total Pages: 24

ISBN-13: 9780708713815

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Offers practical advice on using and improving assessment for learning in the classroom.


Working Inside the Black Box

Working Inside the Black Box

Author: Paul Black

Publisher: Granada Learning

Published: 2004

Total Pages: 28

ISBN-13: 9780708713792

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Offers practical advice on using and improving assessment for learning in the classroom.


Black Box Thinking

Black Box Thinking

Author: Matthew Syed

Publisher: Penguin

Published: 2015-11-03

Total Pages: 377

ISBN-13: 069840887X

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Nobody wants to fail. But in highly complex organizations, success can happen only when we confront our mistakes, learn from our own version of a black box, and create a climate where it’s safe to fail. We all have to endure failure from time to time, whether it’s underperforming at a job interview, flunking an exam, or losing a pickup basketball game. But for people working in safety-critical industries, getting it wrong can have deadly consequences. Consider the shocking fact that preventable medical error is the third-biggest killer in the United States, causing more than 400,000 deaths every year. More people die from mistakes made by doctors and hospitals than from traffic accidents. And most of those mistakes are never made public, because of malpractice settlements with nondisclosure clauses. For a dramatically different approach to failure, look at aviation. Every passenger aircraft in the world is equipped with an almost indestructible black box. Whenever there’s any sort of mishap, major or minor, the box is opened, the data is analyzed, and experts figure out exactly what went wrong. Then the facts are published and procedures are changed, so that the same mistakes won’t happen again. By applying this method in recent decades, the industry has created an astonishingly good safety record. Few of us put lives at risk in our daily work as surgeons and pilots do, but we all have a strong interest in avoiding predictable and preventable errors. So why don’t we all embrace the aviation approach to failure rather than the health-care approach? As Matthew Syed shows in this eye-opening book, the answer is rooted in human psychology and organizational culture. Syed argues that the most important determinant of success in any field is an acknowledgment of failure and a willingness to engage with it. Yet most of us are stuck in a relationship with failure that impedes progress, halts innovation, and damages our careers and personal lives. We rarely acknowledge or learn from failure—even though we often claim the opposite. We think we have 20/20 hindsight, but our vision is usually fuzzy. Syed draws on a wide range of sources—from anthropology and psychology to history and complexity theory—to explore the subtle but predictable patterns of human error and our defensive responses to error. He also shares fascinating stories of individuals and organizations that have successfully embraced a black box approach to improvement, such as David Beckham, the Mercedes F1 team, and Dropbox.


English Inside the Black Box

English Inside the Black Box

Author: Bethan Marshall

Publisher: Granada Learning

Published: 2006

Total Pages: 28

ISBN-13: 9780708716861

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English Inside the Black Box is an easy-to-follow booklet offering great advice and guidance on how to develop formative assessment in English.


Darwin's Black Box

Darwin's Black Box

Author: Michael J. Behe

Publisher: Simon and Schuster

Published: 1996

Total Pages: 353

ISBN-13: 9780684827544

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Behe argues that the complexity of cellular biochemistry argues against Darwin's gradual evolution.


Between the Black Box and the White Cube

Between the Black Box and the White Cube

Author: Andrew V. Uroskie

Publisher: University of Chicago Press

Published: 2014-02-27

Total Pages: 284

ISBN-13: 022610902X

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Today, the moving image is ubiquitous in global contemporary art. The first book to tell the story of the postwar expanded cinema that inspired this omnipresence, Between the Black Box and the White Cube travels back to the 1950s and 1960s, when the rise of television caused movie theaters to lose their monopoly over the moving image, leading cinema to be installed directly alongside other forms of modern art. Explaining that the postwar expanded cinema was a response to both developments, Andrew V. Uroskie argues that, rather than a formal or technological innovation, the key change for artists involved a displacement of the moving image from the familiarity of the cinematic theater to original spaces and contexts. He shows how newly available, inexpensive film and video technology enabled artists such as Nam June Paik, Robert Whitman, Stan VanDerBeek, Robert Breer, and especially Andy Warhol to become filmmakers. Through their efforts to explore a fresh way of experiencing the moving image, these artists sought to reimagine the nature and possibilities of art in a post-cinematic age and helped to develop a novel space between the “black box” of the movie theater and the “white cube” of the art gallery. Packed with over one hundred illustrations, Between the Black Box and the White Cube is a compelling look at a seminal moment in the cultural life of the moving image and its emergence in contemporary art.


Interpretable Machine Learning

Interpretable Machine Learning

Author: Christoph Molnar

Publisher: Lulu.com

Published: 2020

Total Pages: 320

ISBN-13: 0244768528

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.


The Black Box

The Black Box

Author: Michael Connelly

Publisher:

Published: 2016-01-04

Total Pages: 424

ISBN-13: 9781760292690

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Every bullet tells a story - Detective Harry Bosch searches for a killer who thinks he's been safe for twenty years.


Inside the Black Box

Inside the Black Box

Author: Nathan Rosenberg

Publisher: Cambridge University Press

Published: 1982

Total Pages: 322

ISBN-13: 9780521273671

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The purpose of Professor Rosenberg's work is to break open and examine the contents of the black box.


Inside the Black Box

Inside the Black Box

Author: Rishi K. Narang

Publisher: John Wiley & Sons

Published: 2013-03-25

Total Pages: 343

ISBN-13: 1118362411

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New edition of book that demystifies quant and algo trading In this updated edition of his bestselling book, Rishi K Narang offers in a straightforward, nontechnical style—supplemented by real-world examples and informative anecdotes—a reliable resource takes you on a detailed tour through the black box. He skillfully sheds light upon the work that quants do, lifting the veil of mystery around quantitative trading and allowing anyone interested in doing so to understand quants and their strategies. This new edition includes information on High Frequency Trading. Offers an update on the bestselling book for explaining in non-mathematical terms what quant and algo trading are and how they work Provides key information for investors to evaluate the best hedge fund investments Explains how quant strategies fit into a portfolio, why they are valuable, and how to evaluate a quant manager This new edition of Inside the Black Box explains quant investing without the jargon and goes a long way toward educating investment professionals.