[PDF] The Art Of Insight In Science And Engineering eBook

Author : Sanjoy Mahajan
Publisher : MIT Press
Page : 409 pages
File Size : 27,49 MB
Release : 2014-11-21
Category : Science
ISBN : 0262325241

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Tools to make hard problems easier to solve. In this book, Sanjoy Mahajan shows us that the way to master complexity is through insight rather than precision. Precision can overwhelm us with information, whereas insight connects seemingly disparate pieces of information into a simple picture. Unlike computers, humans depend on insight. Based on the author's fifteen years of teaching at MIT, Cambridge University, and Olin College, The Art of Insight in Science and Engineering shows us how to build insight and find understanding, giving readers tools to help them solve any problem in science and engineering. To master complexity, we can organize it or discard it. The Art of Insight in Science and Engineering first teaches the tools for organizing complexity, then distinguishes the two paths for discarding complexity: with and without loss of information. Questions and problems throughout the text help readers master and apply these groups of tools. Armed with this three-part toolchest, and without complicated mathematics, readers can estimate the flight range of birds and planes and the strength of chemical bonds, understand the physics of pianos and xylophones, and explain why skies are blue and sunsets are red. The Art of Insight in Science and Engineering will appear in print and online under a Creative Commons Noncommercial Share Alike license.

Author : Richard W. Hamming
Publisher : Stripe Press
Page : 327 pages
File Size : 45,93 MB
Release : 2020-05-26
Category : Computers
ISBN : 195395331X

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A groundbreaking treatise by one of the great mathematicians of our time, who argues that highly effective thinking can be learned. What spurs on and inspires a great idea? Can we train ourselves to think in a way that will enable world-changing understandings and insights to emerge? Richard Hamming said we can, and first inspired a generation of engineers, scientists, and researchers in 1986 with "You and Your Research," an electrifying sermon on why some scientists do great work, why most don't, why he did, and why you should, too. The Art of Doing Science and Engineering is the full expression of what "You and Your Research" outlined. It's a book about thinking; more specifically, a style of thinking by which great ideas are conceived. The book is filled with stories of great people performing mighty deeds––but they are not meant to simply be admired. Instead, they are to be aspired to, learned from, and surpassed. Hamming consistently returns to Shannon’s information theory, Einstein’s relativity, Grace Hopper’s work on high-level programming, Kaiser’s work on digital fillers, and his own error-correcting codes. He also recounts a number of his spectacular failures as clear examples of what to avoid. Originally published in 1996 and adapted from a course that Hamming taught at the U.S. Naval Postgraduate School, this edition includes an all-new foreword by designer, engineer, and founder of Dynamicland Bret Victor, and more than 70 redrawn graphs and charts. The Art of Doing Science and Engineering is a reminder that a childlike capacity for learning and creativity are accessible to everyone. Hamming was as much a teacher as a scientist, and having spent a lifetime forming and confirming a theory of great people, he prepares the next generation for even greater greatness.

Author : Sanjoy Mahajan
Publisher : MIT Press
Page : 152 pages
File Size : 37,58 MB
Release : 2010-03-05
Category : Education
ISBN : 0262265591

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An antidote to mathematical rigor mortis, teaching how to guess answers without needing a proof or an exact calculation. In problem solving, as in street fighting, rules are for fools: do whatever works—don't just stand there! Yet we often fear an unjustified leap even though it may land us on a correct result. Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only moderately accurate solutions. This engaging book is an antidote to the rigor mortis brought on by too much mathematical rigor, teaching us how to guess answers without needing a proof or an exact calculation. In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge—from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with numerous examples, he carefully separates the tool—the general principle—from the particular application so that the reader can most easily grasp the tool itself to use on problems of particular interest. Street-Fighting Mathematics grew out of a short course taught by the author at MIT for students ranging from first-year undergraduates to graduate students ready for careers in physics, mathematics, management, electrical engineering, computer science, and biology. They benefited from an approach that avoided rigor and taught them how to use mathematics to solve real problems. Street-Fighting Mathematics will appear in print and online under a Creative Commons Noncommercial Share Alike license.

Author : Charles Kiefer
Publisher : Berrett-Koehler Publishers
Page : 177 pages
File Size : 41,39 MB
Release : 2013-04-08
Category : Political Science
ISBN : 1609948114

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A practical guide to fostering innovative insights and solutions for yourself and your organization—including online skill-building exercises. We have all experienced it: the jolt of an insight arriving like a thunderclap, unexpectedly and without warning. But what if insights could be accessed more reliably? Drawing on years of research, reflection, and experiences with colleagues, friends, and clients, Charles Kiefer and Malcolm Constable present a thorough, pragmatic approach for dependably generating fresh thoughts and perspectives. The Art of Insight features helpful exercises both in the book and online. Readers will develop their own personal approach to cultivating insights, allowing them to solve long-standing problems with confidence and ease. “Creating insights isn't a magical process—this book provides a practical framework for generating insights for yourself and your organization. We've used many of these techniques with our innovation teams and they work.” —Wayne Delker, Chief Innovation Officer and Senior Vice President, The Clorox Company

Author : David P. Billington, Jr.
Publisher : MIT Press
Page : 337 pages
File Size : 17,14 MB
Release : 2020-11-17
Category : Technology & Engineering
ISBN : 0262359685

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The engineering ideas behind key twentieth-century technical innovations, from great dams and highways to the jet engine, the transistor, the microchip, and the computer. Technology is essential to modern life, yet few of us are technology-literate enough to know much about the engineering that underpins it. In this book, David P. Billington, Jr., offers accessible accounts of the key twentieth-century engineering innovations that brought us into the twenty-first century. Billington examines a series of engineering advances--from Hoover Dam and jet engines to the transistor, the microchip, the computer, and the internet--and explains how they came about and how they work.

Author : Christian Bird
Publisher : Elsevier
Page : 673 pages
File Size : 39,14 MB
Release : 2015-09-02
Category : Computers
ISBN : 0124115438

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The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science. The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions. Presents best practices, hints, and tips to analyze data and apply tools in data science projects Presents research methods and case studies that have emerged over the past few years to further understanding of software data Shares stories from the trenches of successful data science initiatives in industry

Author : Heather Silyn-Roberts
Publisher : Newnes
Page : 277 pages
File Size : 47,6 MB
Release : 2013
Category : Technology & Engineering
ISBN : 0080982859

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Resumen: Are you a post-graduate student in Engineering, Science or Technology who needs to know how to: Prepare abstracts, theses and journal papers Present your work orally Present a progress report to your funding body Would you like some guidance aimed specifically at your subject area? ... This is the book for you; a practical guide to all aspects of post-graduate documentation for Engineering, Science and Technology students, which will prove indispensable to readers. Writing for Science and Engineering will prove invaluable in all areas of research and writing due its clear, concise style. The practical advice contained within the pages alongside numerous examples to aid learning will make the preparation of documentation much easier for all students.

Author : Frits H. Post
Publisher : Springer Science & Business Media
Page : 445 pages
File Size : 45,81 MB
Release : 2012-12-06
Category : Computers
ISBN : 1461511771

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Data visualization is currently a very active and vital area of research, teaching and development. The term unites the established field of scientific visualization and the more recent field of information visualization. The success of data visualization is due to the soundness of the basic idea behind it: the use of computer-generated images to gain insight and knowledge from data and its inherent patterns and relationships. A second premise is the utilization of the broad bandwidth of the human sensory system in steering and interpreting complex processes, and simulations involving data sets from diverse scientific disciplines and large collections of abstract data from many sources. These concepts are extremely important and have a profound and widespread impact on the methodology of computational science and engineering, as well as on management and administration. The interplay between various application areas and their specific problem solving visualization techniques is emphasized in this book. Reflecting the heterogeneous structure of Data Visualization, emphasis was placed on these topics: -Visualization Algorithms and Techniques; -Volume Visualization; -Information Visualization; -Multiresolution Techniques; -Interactive Data Exploration. Data Visualization: The State of the Art presents the state of the art in scientific and information visualization techniques by experts in this field. It can serve as an overview for the inquiring scientist, and as a basic foundation for developers. This edited volume contains chapters dedicated to surveys of specific topics, and a great deal of original work not previously published illustrated by examples from a wealth of applications. The book will also provide basic material for teaching the state of the art techniques in data visualization. Data Visualization: The State of the Art is designed to meet the needs of practitioners and researchers in scientific and information visualization. This book is also suitable as a secondary text for graduate level students in computer science and engineering.

Author : David D. Rutstein
Publisher : MIT Press (MA)
Page : 344 pages
File Size : 39,71 MB
Release : 1970
Category : Medical
ISBN :

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This book outlines for the first time a sound plan for interrelating the physical and engineering sciences and mathematics with biology and medicine. The walls of narrowing specialization that have kept these disciplines apart are broken down. The proposed program points up the need for an administrative structure to aid the flow of concepts, ideas, knowledge, and technology among those concerned, both within and without the university. The kinds of experts needed to bridge the existing gap between the two groups of disciplines are defined. Educational programs are outlined for full-time specialists, research participants, and practitioners in both engineering and medicine. A careful description is given of the stepwise process, including interaction with industry to apply development in the engineering sense to biology and medicine. A detailed example of the application of systems analysis and operations research to the development of a specific medical care program is also included. This book is a distillate of the general principles learned during the exploration of a joint program between Harvard University and the Massachusetts Institute of Technology, which was summarized by the authors in a Report to the National Academy of Engineering. The authors recognize the impossibility of providing on their own the authoritative grasp necessary to provide specific recommendations for the future in the many field comprised by engineering and living systems. Cooperation was obtained of outstanding experts on the two faculties, who prepared sixteen task group reports under the following headings: artificial internal organs; bioengineering curricula; biological control systems; continuing education; diagnostic instrumentation; diagnostic processes; image processing and visualization techniques; medical care microsystems; neurophysiology; organ and cell culture and storage; physiological monitoring; physiological systems analysis; regionalization of health services (macrosystems); sensory aids; skeletal prostheses; and subcellular engineering. The task group reports, included in this book, provide the documentation for the general conclusions of the authors. This book supplements existing medical programs with a new research approach to increase fundamental knowledge, and points the way to better medical care through more efficient application of engineering, technology, and systems development.

Author : Eugene S. Ferguson
Publisher : MIT Press
Page : 264 pages
File Size : 36,34 MB
Release : 1994-03-29
Category : Technology & Engineering
ISBN : 9780262560788

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In this insightful and incisive essay, Eugene Ferguson demonstrates that good engineering is as much a matter of intuition and nonverbal thinking as of equations and computation. He argues that a system of engineering education that ignores nonverbal thinking will produce engineers who are dangerously ignorant of the many ways in which the real world differs from the mathematical models constructed in academic minds.