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The Art of Explanation

The Art of Explanation
Author: Lee LeFever
Publisher: John Wiley & Sons
Total Pages: 262
Release: 2012-11-08
Genre: Business & Economics
ISBN: 1118417313

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Your guide to becoming an explanation specialist. You've done the hard work. Your product or service works beautifully - but something is missing. People just don't see the big idea - and it's keeping you from being successful. Your idea has an explanation problem. The Art of Explanation is for business people, educators and influencers who want to improve their explanation skills and start solving explanation problems. Author Lee LeFever is the founder of Common Craft, a company known around the world for making complex ideas easy to understand through short animated videos. He is your guide to helping audiences fall in love with your ideas, products or services through better explanations in any medium. You will learn to: Plan: Learn explanation basics, what causes them to fail and how to diagnose explanation problems. Package: Using simple elements, create an explanation strategy that builds confidence and motivates your audience. Present: Produce remarkable explanations with visuals and media. The Art of Explanation is your invitation to become an explanation specialist and see why explanation is now a fundamental skill for professionals.


Philosophical Explanations

Philosophical Explanations
Author: Robert Nozick
Publisher: Harvard University Press
Total Pages: 788
Release: 1981
Genre: Philosophy
ISBN: 9780674664791

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Nozick develops new views on philosophy’s central topics and weaves them into a unified perspective. He ranges widely over philosophy’s fundamental concerns: the identity of the self, knowledge and skepticism, free will, the question of why there is something rather than nothing, the foundations of ethics, the meaning of life.


Understanding, Explanation, and Scientific Knowledge

Understanding, Explanation, and Scientific Knowledge
Author: Kareem Khalifa
Publisher: Cambridge University Press
Total Pages: 265
Release: 2017-10-05
Genre: Philosophy
ISBN: 1107195632

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The first comprehensive exploration of the nature and value of understanding, addressing burgeoning debates in epistemology and philosophy of science.


Visual Explanations

Visual Explanations
Author: Edward R. Tufte
Publisher:
Total Pages: 156
Release: 1997
Genre: Pattern perception
ISBN: 9781930824157

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Display of information for paper and computer screens; principles of information design, design of presentations. Depicting evidence relevant to cause and effect, decision making. Scientific visualization.


Scientific Explanation

Scientific Explanation
Author: Erik Weber
Publisher: Springer Science & Business Media
Total Pages: 100
Release: 2014-07-08
Genre: Science
ISBN: 9400764464

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When scientist investigate why things happen, they aim at giving an explanation. But what does a scientific explanation look like? In the first chapter (Theories of Scientific Explanation) of this book, the milestones in the debate on how to characterize scientific explanations are exposed. The second chapter (How to Study Scientific Explanation?) scrutinizes the working-method of three important philosophers of explanation, Carl Hempel, Philip Kitcher and Wesley Salmon and shows what went wrong. Next, it is the responsibility of current philosophers of explanation to go on where Hempel, Kitcher and Salmon failed. However, we should go on in a clever way. We call this clever way the pragmatic approach to scientific explanation and clarify briefly what this approach consists in. The third chapter (A Toolbox for Describing and Evaluating Explanatory Practices) elaborates the pragmatic approach by presenting a toolbox for analysing scientific explanation. In the last chapter (Examples of Descriptions and Evaluations of Explanatory Practices) the approach is illustrated with real-life examples of scientists aiming at explaining. This book can be used as a textbook for intermediate philosophy of science courses and is also valuable as “suggested reading” for introductory courses in philosophy of science. The way the book is set up makes it an excellent study and research guide for advanced (MA and PhD) students that work on the topic of scientific explanation. Finally, it is a handy source and reference book for senior researchers in the field of scientific explanations and – more generally – for all philosophers of science. ​


Best Explanations

Best Explanations
Author: Kevin McCain
Publisher: Oxford University Press
Total Pages: 315
Release: 2017
Genre: Philosophy
ISBN: 0198746903

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Twenty philosophers offer new essays examining the form of reasoning known as inference to the best explanation - widely used in science and in our everyday lives, yet still controversial. Best Explanations represents the state of the art when it comes to understanding, criticizing, and defending this form of reasoning.


Interpretable Machine Learning

Interpretable Machine Learning
Author: Christoph Molnar
Publisher: Lulu.com
Total Pages: 320
Release: 2020
Genre: Artificial intelligence
ISBN: 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.


Science, Explanation, and Rationality

Science, Explanation, and Rationality
Author: James H. Fetzer
Publisher: Oxford University Press
Total Pages: 373
Release: 2000-12-07
Genre: Philosophy
ISBN: 0195352912

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Carl G. Hempel exerted greater influence upon philosophers of science than any other figure during the 20th century. In this far-reaching collection, distinguished philosophers contribute valuable studies that illuminate and clarify the central problems to which Hempel was devoted. The essays enhance our understanding of the development of logical empiricism as the major intellectual influence for scientifically-oriented philosophers and philosophically-minded scientists of the 20th century.


The Nature of Explanation

The Nature of Explanation
Author: Peter Achinstein
Publisher: Oxford University Press, USA
Total Pages: 398
Release: 1983
Genre: Explanation
ISBN: 019503743X

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A new approach to the definition of scientific explanation. Unlike standard theories, it focuses initially on the explaining act itself, to which reference must be made in order to understand what an explanation is and how it can be evaluated in the sciences.


Evolutionary Explanation in the Social Sciences

Evolutionary Explanation in the Social Sciences
Author: Philippe van Parijs
Publisher: Rowman & Littlefield
Total Pages: 284
Release: 1981
Genre: Philosophy
ISBN: 9780847662883

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In broad, nonmathematical terms, the author explains how evolutionary ideas can be applied in the social sciences. The book was one of the early attempts to publicise the rise of sociobiology.