Author: Paul BlackPublisher: Granada Learning
ISBN: 9780708713815
Category : Education
Languages : en
Pages : 24
Book Description
Offers practical advice on using and improving assessment for learning in the classroom.
Author: Paul BlackBlack Box Thinking
Author: Matthew SyedPublisher: Penguin
ISBN: 069840887X
Category : Business & Economics
Languages : en
Pages : 377
Book Description
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.
Author: Michael J. Behe
Author: Nathan RosenbergBetween the Black Box and the White Cube
Author: Andrew V. UroskiePublisher: University of Chicago Press
ISBN: 022610902X
Category : Art
Languages : en
Pages : 284
Book Description
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.
Author: Bethan MarshallInterpretable Machine Learning
Author: Christoph MolnarPublisher: Lulu.com
ISBN: 0244768528
Category : Computers
Languages : en
Pages : 320
Book Description
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.
Author: Michael ConnellySpotify Teardown
Author: Maria ErikssonPublisher: MIT Press
ISBN: 0262038900
Category : Social Science
Languages : en
Pages : 287
Book Description
An innovative investigation of the inner workings of Spotify that traces the transformation of audio files into streamed experience. Spotify provides a streaming service that has been welcomed as disrupting the world of music. Yet such disruption always comes at a price. Spotify Teardown contests the tired claim that digital culture thrives on disruption. Borrowing the notion of “teardown” from reverse-engineering processes, in this book a team of five researchers have playfully disassembled Spotify's product and the way it is commonly understood. Spotify has been hailed as the solution to illicit downloading, but it began as a partly illicit enterprise that grew out of the Swedish file-sharing community. Spotify was originally praised as an innovative digital platform but increasingly resembles a media company in need of regulation, raising questions about the ways in which such cultural content as songs, books, and films are now typically made available online. Spotify Teardown combines interviews, participant observations, and other analyses of Spotify's “front end” with experimental, covert investigations of its “back end.” The authors engaged in a series of interventions, which include establishing a record label for research purposes, intercepting network traffic with packet sniffers, and web-scraping corporate materials. The authors' innovative digital methods earned them a stern letter from Spotify accusing them of violating its terms of use; the company later threatened their research funding. Thus, the book itself became an intervention into the ethics and legal frameworks of corporate behavior.
