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Interdisciplinary Computer Science Teaching


Interdisciplinary Computer Science Teaching
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New Directions For Computing Education


New Directions For Computing Education
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Author : Samuel B. Fee
language : en
Publisher: Springer
Release Date : 2017-04-17

New Directions For Computing Education written by Samuel B. Fee and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-17 with Education categories.


Why should every student take a computing course? What should be the content of these courses? How should they be taught, and by whom? This book addresses these questions by identifying the broader reaches of computing education, problem-solving and critical thinking as a general approach to learning. The book discusses new approaches to computing education, and considers whether the modern ubiquity of computing requires an educational approach that is inherently interdisciplinary and distinct from the traditional computer science perspective. The alternative approach that the authors advocate derives its mission from an intent to embed itself within an interdisciplinary arts and science context. An interdisciplinary approach to computing is compellingly valuable for students and educational institutions alike. Its goal is to support the educational and intellectual needs of students with interests in the entire range of academic disciplines. It capitalizes on students’ focus on career development and employers’ demand for technical, while also engaging a diverse student body that may not possess a pre-existing interest in computing for computing’s sake. This approach makes directly evident the applicability of computer science topics to real-world interdisciplinary problems beyond computing and recognizes that technical and computational abilities are essential within every discipline. The book offers a valuable resource for computer science and computing education instructors who are presently re-thinking their curricula and pedagogical approaches and are actively trying new methods in the classroom. It will also benefit graduate students considering a future of teaching in the field, as well as administrators (in both higher education and high schools) interested in becoming conversant in the discourse surrounding the future of computing education.



Guide To Teaching Data Science


Guide To Teaching Data Science
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Author : Orit Hazzan
language : en
Publisher: Springer Nature
Release Date : 2023-03-20

Guide To Teaching Data Science written by Orit Hazzan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-20 with Computers categories.


Data science is a new field that touches on almost every domain of our lives, and thus it is taught in a variety of environments. Accordingly, the book is suitable for teachers and lecturers in all educational frameworks: K-12, academia and industry. This book aims at closing a significant gap in the literature on the pedagogy of data science. While there are many articles and white papers dealing with the curriculum of data science (i.e., what to teach?), the pedagogical aspect of the field (i.e., how to teach?) is almost neglected. At the same time, the importance of the pedagogical aspects of data science increases as more and more programs are currently open to a variety of people. This book provides a variety of pedagogical discussions and specific teaching methods and frameworks, as well as includes exercises, and guidelines related to many data science concepts (e.g., data thinking and the data science workflow), main machine learning algorithms and concepts (e.g., KNN, SVM, Neural Networks, performance metrics, confusion matrix, and biases) and data science professional topics (e.g., ethics, skills and research approach). Professor Orit Hazzan is a faculty member at the Technion’s Department of Education in Science and Technology since October 2000. Her research focuses on computer science, software engineering and data science education. Within this framework, she studies the cognitive and social processes on the individual, the team and the organization levels, in all kinds of organizations. Dr. Koby Mike is a Ph.D. graduate from the Technion's Department of Education in Science and Technology under the supervision of Professor Orit Hazzan. He continued his post-doc research on data science education at the Bar-Ilan University, and obtained a B.Sc. and an M.Sc. in Electrical Engineering from Tel Aviv University.



Interdisciplinary Computer Science Teaching


Interdisciplinary Computer Science Teaching
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Author : James Sheldon
language : en
Publisher:
Release Date : 2003

Interdisciplinary Computer Science Teaching written by James Sheldon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Book collecting categories.




Integrating Technology Into Computer Science Education


Integrating Technology Into Computer Science Education
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Author : Lillian N. Cassel
language : en
Publisher:
Release Date : 1997

Integrating Technology Into Computer Science Education written by Lillian N. Cassel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computer networks categories.




Papers Presented At Acm Sigcse Technical Symposium On Academic Education In Computer Science


Papers Presented At Acm Sigcse Technical Symposium On Academic Education In Computer Science
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Author :
language : en
Publisher:
Release Date : 1976

Papers Presented At Acm Sigcse Technical Symposium On Academic Education In Computer Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Computer science categories.




The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education


The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education
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Author : Daniel T. Joyce
language : en
Publisher:
Release Date : 1999

The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education written by Daniel T. Joyce and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computer science categories.




Computer Science Education And Interdisciplinarity


Computer Science Education And Interdisciplinarity
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Author : Cristina-Maria Dabu
language : en
Publisher:
Release Date : 2017

Computer Science Education And Interdisciplinarity written by Cristina-Maria Dabu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Technology categories.


The world today is characterized through three major elements in the scientific field: the development of classical sciences, the increasingly evolution in the field of computer science and, as result, the emergence of a large number of new border sciences or interdisciplinary and transdisciplinary sciences. In the formation of future specialists, computer science education cannot ignore the reality of a society in which research and technological progress are based primarily on interdisciplinarity and transdisciplinarity. Throughout this chapter, we will analyze the way in which all these elements are evolving in a very closely interdependency one of each other: the evolution of computer science accelerates the development of classical sciences, and the development of classical sciences and computer science generates the emergence and progress of new border sciences and how the educational curricula in computer sciences have to be adapted to this trend. We will present and analyze the ways in which computer science education can be performed in an interdisciplinary and/or transdisciplinary manner at all educational levels. In the same time, we will emphasize the reasons why it is necessary to teach computer science in an interdisciplinary and/or transdisciplinary way and the benefits that teaching strategy brings in the training of future specialists.



The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education


The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education
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Author : Jane Prey
language : en
Publisher:
Release Date : 1999

The Proceedings Of The Thirtieth Sigcse Technical Symposium On Computer Science Education written by Jane Prey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computer science categories.




Proceedings Annual Convention Association For Educational Data Systems


Proceedings Annual Convention Association For Educational Data Systems
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Author : Association for Educational Data Systems
language : en
Publisher:
Release Date : 1979

Proceedings Annual Convention Association For Educational Data Systems written by Association for Educational Data Systems and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.




Jcse Annual


Jcse Annual
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Author :
language : en
Publisher:
Release Date : 2005

Jcse Annual written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computer science categories.