Computational Thinking For Life Scientists

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Computational Thinking for Life Scientists

Author : Benny Chor
Publisher : Cambridge University Press
ISBN 13 : 1107197244
Total Pages : 219 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Computational Thinking for Life Scientists by : Benny Chor

Download or read book Computational Thinking for Life Scientists written by Benny Chor and published by Cambridge University Press. This book was released on 2022-09-08 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational thinking is increasingly gaining importance in modern biology, due to the unprecedented scale at which data is nowadays produced. Bridging the cultural gap between the biological and computational sciences, this book serves as an accessible introduction to computational concepts for students in the life sciences. It focuses on teaching algorithmic and logical thinking, rather than just the use of existing bioinformatics tools or programming. Topics are presented from a biological point of view, to demonstrate how computational approaches can be used to solve problems in biology such as biological image processing, regulatory networks, and sequence analysis. The book contains a range of pedagogical features to aid understanding, including real-world examples, in-text exercises, end-of-chapter problems, colour-coded Python code, and 'code explained' boxes. User-friendly throughout, Computational Thinking for Life Scientists promotes the thinking skills and self-efficacy required for any modern biologist to adopt computational approaches in their research with confidence.

Teaching Computational Thinking and Coding to Young Children

Author : Bers, Marina
Publisher : IGI Global
ISBN 13 : 1799873102
Total Pages : 362 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Teaching Computational Thinking and Coding to Young Children by : Bers, Marina

Download or read book Teaching Computational Thinking and Coding to Young Children written by Bers, Marina and published by IGI Global. This book was released on 2021-06-25 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational thinking is a lifelong skill important for succeeding in careers and life. Students especially need to acquire this skill while in school as it can assist with solving a number of complex problems that arise later in life. Therefore, the importance of teaching computational thinking and coding in early education is paramount for fostering problem-solving and creativity. Teaching Computational Thinking and Coding to Young Children discusses the importance of teaching computational thinking and coding in early education. The book focuses on interdisciplinary connections between computational thinking and other areas of study, assessment methods for computational thinking, and different contexts in which computational thinking plays out. Covering topics such as programming, computational thinking assessment, computational expression, and coding, this book is essential for elementary and middle school teachers, early childhood educators, administrators, instructional designers, curricula developers, educational software developers, researchers, educators, academicians, and students in computer science, education, computational thinking, and early childhood education.

From Computing to Computational Thinking

Author : Paul S. Wang
Publisher : CRC Press
ISBN 13 : 148221766X
Total Pages : 266 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis From Computing to Computational Thinking by : Paul S. Wang

Download or read book From Computing to Computational Thinking written by Paul S. Wang and published by CRC Press. This book was released on 2017-07-20 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Thinking (CT) involves fundamental concepts and reasoning, distilled from computer science and other computational sciences, which become powerful general mental tools for solving problems, increasing efficiency, reducing complexity, designing procedures, or interacting with humans and machines. An easy-to-understand guidebook, From Computing to Computational Thinking gives you the tools for understanding and using CT. It does not assume experience or knowledge of programming or of a programming language, but explains concepts and methods for CT with clarity and depth. Successful applications in diverse disciplines have shown the power of CT in problem solving. The book uses puzzles, games, and everyday examples as starting points for discussion and for connecting abstract thinking patterns to real-life situations. It provides an interesting and thought-provoking way to gain general knowledge about modern computing and the concepts and thinking processes underlying modern digital technologies.

Computational Thinking

Author : Peter J. Denning
Publisher : National Geographic Books
ISBN 13 : 0262536560
Total Pages : 0 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Computational Thinking by : Peter J. Denning

Download or read book Computational Thinking written by Peter J. Denning and published by National Geographic Books. This book was released on 2019-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational thinking that traces a genealogy beginning centuries before the digital computer. A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation; eventually, every field had a computational branch: computational physics, computational biology, computational sociology. More recently, “computational thinking” has become part of the K–12 curriculum. But what is computational thinking? This volume in the MIT Press Essential Knowledge series offers an accessible overview, tracing a genealogy that begins centuries before digital computers and portraying computational thinking as pioneers of computing have described it. The authors explain that computational thinking (CT) is not a set of concepts for programming; it is a way of thinking that is honed through practice: the mental skills for designing computations to do jobs for us, and for explaining and interpreting the world as a complex of information processes. Mathematically trained experts (known as “computers”) who performed complex calculations as teams engaged in CT long before electronic computers. The authors identify six dimensions of today's highly developed CT—methods, machines, computing education, software engineering, computational science, and design—and cover each in a chapter. Along the way, they debunk inflated claims for CT and computation while making clear the power of CT in all its complexity and multiplicity.

Report of a Workshop on the Scope and Nature of Computational Thinking

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309153727
Total Pages : 115 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Report of a Workshop on the Scope and Nature of Computational Thinking by : National Research Council

Download or read book Report of a Workshop on the Scope and Nature of Computational Thinking written by National Research Council and published by National Academies Press. This book was released on 2010-04-20 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Report of a Workshop on the Scope and Nature of Computational Thinking presents a number of perspectives on the definition and applicability of computational thinking. For example, one idea expressed during the workshop is that computational thinking is a fundamental analytical skill that everyone can use to help solve problems, design systems, and understand human behavior, making it useful in a number of fields. Supporters of this viewpoint believe that computational thinking is comparable to the linguistic, mathematical and logical reasoning taught to all children. Various efforts have been made to introduce K-12 students to the most basic and essential computational concepts and college curricula have tried to provide a basis for life-long learning of increasingly new and advanced computational concepts and technologies. At both ends of this spectrum, however, most efforts have not focused on fundamental concepts. The book discusses what some of those fundamental concepts might be. Report of a Workshop on the Scope and Nature of Computational Thinking explores the idea that as the use of computational devices is becoming increasingly widespread, computational thinking skills should be promulgated more broadly. The book is an excellent resource for professionals in a wide range of fields including educators and scientists.

Computational Thinking in the STEM Disciplines

Author : Myint Swe Khine
Publisher : Springer
ISBN 13 : 3319935666
Total Pages : 325 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Computational Thinking in the STEM Disciplines by : Myint Swe Khine

Download or read book Computational Thinking in the STEM Disciplines written by Myint Swe Khine and published by Springer. This book was released on 2018-08-14 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers studies of computational thinking related to linking, infusing, and embedding computational thinking elements to school curricula, teacher education and STEM related subjects. Presenting the distinguished and exemplary works by educators and researchers in the field highlighting the contemporary trends and issues, creative and unique approaches, innovative methods, frameworks, pedagogies and theoretical and practical aspects in computational thinking. A decade ago the notion of computational thinking was introduced by Jeannette Wing and envisioned that computational thinking will be a fundamental skill that complements to reading, writing and arithmetic for everyone and represents a universally applicable attitude. The computational thinking is considered a thought processes involved in a way of solving problems, designing systems, and understanding human behaviour. Assimilating computational thinking at young age will assist them to enhance problem solving skills, improve logical reasoning, and advance analytical ability - key attributes to succeed in the 21st century. Educators around the world are investing their relentless effort in equipping the young generation with real-world skills ready for the demand and challenges of the future. It is commonly believed that computational thinking will play a pivotal and dominant role in this endeavour. Wide-ranging research on and application of computational thinking in education have been emerged in the last ten years. This book will document attempts to conduct systematic, prodigious and multidisciplinary research in computational thinking and present their findings and accomplishments.

Emerging Research, Practice, and Policy on Computational Thinking

Author : Peter J. Rich
Publisher : Springer
ISBN 13 : 331952691X
Total Pages : 413 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Emerging Research, Practice, and Policy on Computational Thinking by : Peter J. Rich

Download or read book Emerging Research, Practice, and Policy on Computational Thinking written by Peter J. Rich and published by Springer. This book was released on 2017-04-24 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on research and practice on computational thinking and the effect it is having on education worldwide, both inside and outside of formal schooling. With coding becoming a required skill in an increasing number of national curricula (e.g., the United Kingdom, Israel, Estonia, Finland), the ability to think computationally is quickly becoming a primary 21st century “basic” domain of knowledge. The authors of this book investigate how this skill can be taught and its resultant effects on learning throughout a student's education, from elementary school to adult learning.

Computational Thinking Education in K-12

Author : Siu-Cheung Kong
Publisher : MIT Press
ISBN 13 : 026236896X
Total Pages : 285 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Computational Thinking Education in K-12 by : Siu-Cheung Kong

Download or read book Computational Thinking Education in K-12 written by Siu-Cheung Kong and published by MIT Press. This book was released on 2022-05-03 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to computational thinking education, with a focus on artificial intelligence literacy and the integration of computing and physical objects. Computing has become an essential part of today’s primary and secondary school curricula. In recent years, K–12 computer education has shifted from computer science itself to the broader perspective of computational thinking (CT), which is less about technology than a way of thinking and solving problems—“a fundamental skill for everyone, not just computer scientists,” in the words of Jeanette Wing, author of a foundational article on CT. This volume introduces a variety of approaches to CT in K–12 education, offering a wide range of international perspectives that focus on artificial intelligence (AI) literacy and the integration of computing and physical objects. The book first offers an overview of CT and its importance in K–12 education, covering such topics as the rationale for teaching CT; programming as a general problem-solving skill; and the “phenomenon-based learning” approach. It then addresses the educational implications of the explosion in AI research, discussing, among other things, the importance of teaching children to be conscientious designers and consumers of AI. Finally, the book examines the increasing influence of physical devices in CT education, considering the learning opportunities offered by robotics. Contributors Harold Abelson, Cynthia Breazeal, Karen Brennan, Michael E. Caspersen, Christian Dindler, Daniella DiPaola, Nardie Fanchamps, Christina Gardner-McCune, Mark Guzdial, Kai Hakkarainen, Fredrik Heintz, Paul Hennissen, H. Ulrich Hoppe, Ole Sejer Iversen, Siu-Cheung Kong, Wai-Ying Kwok, Sven Manske, Jesús Moreno-León, Blakeley H. Payne, Sini Riikonen, Gregorio Robles, Marcos Román-González, Pirita Seitamaa-Hakkarainen, Ju-Ling Shih, Pasi Silander, Lou Slangen, Rachel Charlotte Smith, Marcus Specht, Florence R. Sullivan, David S. Touretzky

Bioinformatics Research and Applications

Author : Robert Harrison
Publisher : Springer
ISBN 13 : 3319190482
Total Pages : 446 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Bioinformatics Research and Applications by : Robert Harrison

Download or read book Bioinformatics Research and Applications written by Robert Harrison and published by Springer. This book was released on 2015-04-29 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Symposium on Bioinformatics Research and Applications, ISBRA 2015, held in Norfolk, VA, USA, in June 2015. The 34 revised full papers and 14 two-page papers included in this volume were carefully reviewed and selected from 98 submissions. The papers cover a wide range of topics in bioinformatics and computational biology and their applications.

Research Anthology on Computational Thinking, Programming, and Robotics in the Classroom

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668424126
Total Pages : 969 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Computational Thinking, Programming, and Robotics in the Classroom by : Management Association, Information Resources

Download or read book Research Anthology on Computational Thinking, Programming, and Robotics in the Classroom written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-07-16 with total page 969 pages. Available in PDF, EPUB and Kindle. Book excerpt: The education system is constantly growing and developing as more ways to teach and learn are implemented into the classroom. Recently, there has been a growing interest in teaching computational thinking with schools all over the world introducing it to the curriculum due to its ability to allow students to become proficient at problem solving using logic, an essential life skill. In order to provide the best education possible, it is imperative that computational thinking strategies, along with programming skills and the use of robotics in the classroom, be implemented in order for students to achieve maximum thought processing skills and computer competencies. The Research Anthology on Computational Thinking, Programming, and Robotics in the Classroom is an all-encompassing reference book that discusses how computational thinking, programming, and robotics can be used in education as well as the benefits and difficulties of implementing these elements into the classroom. The book includes strategies for preparing educators to teach computational thinking in the classroom as well as design techniques for incorporating these practices into various levels of school curriculum and within a variety of subjects. Covering topics ranging from decomposition to robot learning, this book is ideal for educators, computer scientists, administrators, academicians, students, and anyone interested in learning more about how computational thinking, programming, and robotics can change the current education system.

Informatics in Schools: Contributing to 21st Century Education

Author : Ivan Kalas
Publisher : Springer
ISBN 13 : 3642247229
Total Pages : 237 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Informatics in Schools: Contributing to 21st Century Education by : Ivan Kalas

Download or read book Informatics in Schools: Contributing to 21st Century Education written by Ivan Kalas and published by Springer. This book was released on 2011-11-10 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2011, held in Bratislava, Slovakia, in October 2011. The 20 revised full papers presented were carefully reviewed and selected from 69 submissions. A broad variety of topics related to teaching informatics in schools is addressed ranging from national experience reports to paedagogical and methodological issues. The papers are organized in topical sections on informatics education - the spectrum of options, national perspectives, outreach programmes, teacher education, informatics in primary schools, advanced concepts of informatics in schools, as well as competitions and exams.

Practical Peer-to-Peer Teaching and Learning on the Social Web

Author : Hai-Jew, Shalin
Publisher : IGI Global
ISBN 13 : 1799864987
Total Pages : 497 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Practical Peer-to-Peer Teaching and Learning on the Social Web by : Hai-Jew, Shalin

Download or read book Practical Peer-to-Peer Teaching and Learning on the Social Web written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2021-11-19 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: On the Social Web, people share their enthusiasms and expertise on almost every topic, and based on this, learners can find resources created by individuals with varying expertise. Through this trend and the wide availability of video cameras and authoring tools, people are creating DIY resources and sharing their knowledge, skills, and abilities broadly. While these resources are increasing in availability, what has not been explored is the effectiveness of these resources, peer-to-peer teaching and learning, and how well this content prepares learners for professional roles. Practical Peer-to-Peer Teaching and Learning on the Social Web explores the efficacies of online teaching and learning with materials by peers and provides insights into what is made available for teaching and learning by the broad public. It also considers intended and unintended outcomes of open-shared learning online and discusses practical ethics in teaching and learning online. Covering topics such as learner roles and instructional design, it is ideal for teachers, instructional designers and developers, software developers, user interface designers, researchers, academicians, and students.

Teaching Computational Thinking in Primary Education

Author : Ozcinar, Huseyin
Publisher : IGI Global
ISBN 13 : 1522532013
Total Pages : 337 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Teaching Computational Thinking in Primary Education by : Ozcinar, Huseyin

Download or read book Teaching Computational Thinking in Primary Education written by Ozcinar, Huseyin and published by IGI Global. This book was released on 2017-10-31 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational technologies have been impacting human life for years. Teaching methods must adapt accordingly to provide the next generation with the necessary knowledge to further advance these human-assistive technologies. Teaching Computational Thinking in Primary Education is a crucial resource that examines the impact that instructing with a computational focus can have on future learners. Highlighting relevant topics that include multifaceted skillsets, coding, programming methods, and digital games, this scholarly publication is ideal for educators, academicians, students, and researchers who are interested in discovering how the future of education is being shaped.

STEM: Life Science

Author :
Publisher : Pieces of Learning
ISBN 13 : 1937113604
Total Pages : 114 pages
Book Rating : 4.9/5 (371 download)

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Book Synopsis STEM: Life Science by :

Download or read book STEM: Life Science written by and published by Pieces of Learning. This book was released on with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bioinformatics for Biologists

Author : Pavel Pevzner
Publisher : Cambridge University Press
ISBN 13 : 1139501615
Total Pages : 478 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Bioinformatics for Biologists by : Pavel Pevzner

Download or read book Bioinformatics for Biologists written by Pavel Pevzner and published by Cambridge University Press. This book was released on 2011-09-15 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: The computational education of biologists is changing to prepare students for facing the complex datasets of today's life science research. In this concise textbook, the authors' fresh pedagogical approaches lead biology students from first principles towards computational thinking. A team of renowned bioinformaticians take innovative routes to introduce computational ideas in the context of real biological problems. Intuitive explanations promote deep understanding, using little mathematical formalism. Self-contained chapters show how computational procedures are developed and applied to central topics in bioinformatics and genomics, such as the genetic basis of disease, genome evolution or the tree of life concept. Using bioinformatic resources requires a basic understanding of what bioinformatics is and what it can do. Rather than just presenting tools, the authors - each a leading scientist - engage the students' problem-solving skills, preparing them to meet the computational challenges of their life science careers.

Teacher Learning in Changing Contexts

Author : Alison Castro Superfine
Publisher : Taylor & Francis
ISBN 13 : 1000638421
Total Pages : 311 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Teacher Learning in Changing Contexts by : Alison Castro Superfine

Download or read book Teacher Learning in Changing Contexts written by Alison Castro Superfine and published by Taylor & Francis. This book was released on 2022-09-13 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: New to the Routledge Advances in Learning Sciences series, this book highlights diverse approaches taken by researchers in the Learning Sciences to support teacher learning. It features international perspectives from world class researchers that exemplify new lenses on the work of teaching, encompassing new objects of learning, methods and tools; new ways of working with researchers and peers; and new efforts to work with the systems in which teachers are embedded. Together, the chapters in this volume reflect a new frontier of research on teacher learning that leverages diversity in the content, contexts, objects of inquiry, and tools for supporting shifts in instructional practice. Divided into three sections, chapters question: What new pedagogies and knowledge do teachers need to facilitate student learning in the 21st century? How do learning sciences’ tools, strategies, and experiences provide opportunities for them to learn these? What role do teachers play as co-designers of educational innovations? What unique affordances does co-design afford for teacher learning? What do teachers learn through engaging in co-design? How do teachers work and learn as part of interdisciplinary teams within educational systems? What might it look like to design for teacher learning in these broader organizational systems? Uniquely highlighting how cycles of reflection and co-design can serve as important mechanisms to support teacher learning, this invaluable book lays the groundwork for sustained teacher learning and instructional improvement.

Report of a Workshop on the Pedagogical Aspects of Computational Thinking

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309214742
Total Pages : 176 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Report of a Workshop on the Pedagogical Aspects of Computational Thinking by : National Research Council

Download or read book Report of a Workshop on the Pedagogical Aspects of Computational Thinking written by National Research Council and published by National Academies Press. This book was released on 2011-09-05 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2008, the Computer and Information Science and Engineering Directorate of the National Science Foundation asked the National Research Council (NRC) to conduct two workshops to explore the nature of computational thinking and its cognitive and educational implications. The first workshop focused on the scope and nature of computational thinking and on articulating what "computational thinking for everyone" might mean. A report of that workshop was released in January 2010. Drawing in part on the proceedings of that workshop, Report of a Workshop of Pedagogical Aspects of Computational Thinking, summarizes the second workshop, which was held February 4-5, 2010, in Washington, D.C., and focuses on pedagogical considerations for computational thinking. This workshop was structured to gather pedagogical inputs and insights from educators who have addressed computational thinking in their work with K-12 teachers and students. It illuminates different approaches to computational thinking and explores lessons learned and best practices. Individuals with a broad range of perspectives contributed to this report. Since the workshop was not intended to result in a consensus regarding the scope and nature of computational thinking, Report of a Workshop of Pedagogical Aspects of Computational Thinking does not contain findings or recommendations.