The Art of Doing Science and Engineering

The Art of Doing Science and Engineering
Author: Richard W. Hamming
Publisher: Stripe Press
Total Pages: 327
Release: 2020-05-26
Genre: Computers
ISBN: 195395331X

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.

Doing Data Science

Doing Data Science
Author: Cathy O'Neil
Publisher: "O'Reilly Media, Inc."
Total Pages: 320
Release: 2013-10-09
Genre: Computers
ISBN: 144936389X

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

Doing Science

Doing Science
Author: Robin Millar
Publisher: Routledge
Total Pages: 234
Release: 2012
Genre: Science
ISBN: 041568983X

Doing Science is unique in seeking to make explicit the links between science education and science studies. These fields of study and their respective academic communities, whilst appearing to have many potential points of contact, remain surprisingly separate, with little apparent recognition of the relevance to the interests of each of the work done within the other tradition. Presenting detailed accounts of current research, the book highlights the significance of modern science studies for classroom practice and, conversely, the importance of the classroom and teaching laboratory as a context for science studies. The thread which runs through the collection as a whole is children's experience of doing science and the image of science which learners pick up along with the science knowledge, understanding and skills they require.

Doing Science

Doing Science
Author: Ivan Valiela
Publisher: Oxford University Press
Total Pages: 352
Release: 2009-09-04
Genre: Science
ISBN: 0190452595

Doing Science, second edition, offers a rare compendium of practical advice based on how working scientists pursue their craft. It covers each stage of research, from formulating questions and gathering data to developing experiments and analyzing results and finally to the many ways for presenting results. Drawing on his extensive experience both as a researcher and a research mentor, Ivan Valiela has written a lively and concise survey of everything a beginning scientist needs to know to succeed in the field. He includes chapters on scientific data, statistical methods, and experimental designs, and much of the book is devoted to presenting final results. Now in its second edition, Doing Science has been completely updated and expanded to include a brand-new chapter on doing science in society, as well as increased coverage of the ethics of avoiding conflict of interest. Anyone beginning a scientific career, or who advises students in research will find Doing Science, second edition, an invaluable source of advice.

Doing Global Science

Doing Global Science
Author: InterAcademy Partnership
Publisher: Princeton University Press
Total Pages: 177
Release: 2016-03-01
Genre: Science
ISBN: 1400881153

An essential introduction to the responsible conduct of science in today's interconnected world This concise introductory guide explains the values that should inform the responsible conduct of scientific research in today's global setting. Featuring accessible discussions and ample real-world scenarios, Doing Global Science covers proper conduct, fraud and bias, the researcher's responsibilities to society, communication with the public, and much more. The book places special emphasis on the international and highly networked environment in which modern research is done, presenting science as an enterprise that is being transformed by globalization, interdisciplinary research projects, team science, and information technologies. Accessibly written by an InterAcademy Partnership committee comprised of leading scientists from around the world, Doing Global Science is required reading for students, practitioners, and anyone concerned about the responsible conduct of science today. Provides practical guidance and instructions for doing scientific research in today's global setting Covers everything from responsible conduct to communication with the public Features numerous real-world scenarios drawn from an array of disciplines and national contexts Focuses on issues commonly encountered in international collaborations Written by a panel of leading experts from around the world An essential guide for practicing scientists and anyone concerned about fostering research integrity

Science on a Mission

Science on a Mission
Author: Naomi Oreskes
Publisher: University of Chicago Press
Total Pages: 749
Release: 2021-04-19
Genre: History
ISBN: 022673241X

A vivid portrait of how Naval oversight shaped American oceanography, revealing what difference it makes who pays for science. What difference does it make who pays for science? Some might say none. If scientists seek to discover fundamental truths about the world, and they do so in an objective manner using well-established methods, then how could it matter who’s footing the bill? History, however, suggests otherwise. In science, as elsewhere, money is power. Tracing the recent history of oceanography, Naomi Oreskes discloses dramatic changes in American ocean science since the Cold War, uncovering how and why it changed. Much of it has to do with who pays. After World War II, the US military turned to a new, uncharted theater of warfare: the deep sea. The earth sciences—particularly physical oceanography and marine geophysics—became essential to the US Navy, which poured unprecedented money and logistical support into their study. Science on a Mission brings to light how this influx of military funding was both enabling and constricting: it resulted in the creation of important domains of knowledge but also significant, lasting, and consequential domains of ignorance. As Oreskes delves into the role of patronage in the history of science, what emerges is a vivid portrait of how naval oversight transformed what we know about the sea. It is a detailed, sweeping history that illuminates the ways funding shapes the subject, scope, and tenor of scientific work, and it raises profound questions about the purpose and character of American science. What difference does it make who pays? The short answer is: a lot.

Learning Science by Doing Science

Learning Science by Doing Science
Author: Alan Colburn
Publisher: Corwin Press
Total Pages: 209
Release: 2016-12-22
Genre: Education
ISBN: 1506387403

Time-tested activities to teach the key ideas of science—and turn students into scientists! This witty book adapts classic investigations to help students in grades 3 through 8 truly think and act like scientists. Chapter by chapter, this accessible primer illustrates a “big idea” about the nature of science and offers clear links to the Next Generation Science Standards and its Science and Engineering Practices. You’ll also find: A reader-friendly overview of the NGSS Guidance on adapting the activities to your grade level, including communicating instructions, facilitating discussions, and managing safety concerns Case studies of working scientists to highlight specifics about the science and engineering practices

Doing Science + Culture

Doing Science + Culture
Author: Roddey Reid
Publisher: Routledge
Total Pages: 344
Release: 2013-01-11
Genre: Art
ISBN: 1135221634

Doing Science + Culture is a groundbreaking book on the cultural study of science, technology and medicine. Outstanding contributors including life and physical scientists, anthropologists, sociologists, literature/communication scholars and historians of science who focus on the analysis of science and scientific discourses within culture: what it means to "do" science.

Doing Science in Morning Meeting

Doing Science in Morning Meeting
Author: Lara Webb
Publisher: Center for Responsive Schools, Inc.
Total Pages: 222
Release: 2013-05
Genre: Education
ISBN: 1892989581

Foster science learning with quick, fun, meaningful activities for kindergarten through 6th grade. Increase students' excitement about science, deepen content knowledge, and enhance science skills. The activities are easy to set up, require minimal materials, and are flexible enough to use at any time of day. Charts help you select activities by title, grade level, Morning Meeting component, science content, science standards addressed, and science discipline (physical sciences; life sciences; Earth and space sciences; and engineering, technology, and applications of science). For each of the 150 activities you will get: brief, easy-to-follow directions; open-ended questions to help students reflect on their learning; science content and standards covered; key scientific vocabulary to reinforce; ideas for variations and extensions (when applicable).

Talking and Doing Science in the Early Years

Talking and Doing Science in the Early Years
Author: Sue Dale Tunnicliffe
Publisher: Routledge
Total Pages: 192
Release: 2013-05-29
Genre: Education
ISBN: 1136587500

Young children are intuitive, emergent scientists - they observe, raise hypotheses, experiment and notice patterns. Most of our everyday actions at home and in other settings, inside and outside, have a scientific basis and it is through these early experiences that children formulate their ideas about the world in which we live. This accessible book introduces the simplest form of the principles and the big ideas of science and provides a starting point for encouraging children to have an interest and experiential understanding of basic science and engineering. It shows you how you can support young children in exploring everyday phenomena and develop their scientific language skills through readily available resources and hands-on experiences. Each chapter focuses on a different aspect of science and includes: a summary of the ‘big ideas’ to refresh your own scientific knowledge; numerous activities that encourage young children to observe, question and carry out their own investigations; a usefil list of everyday resources and relevant vocabulary. Providing a wealth of exciting, meaningful ways to promote scientific experiences and learning, this highly practical book will help you to build on children’s natural curiosity about the world and develop their understanding through your everyday provision in early years settings and at home.