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Great Ideas in Theoretical Computer Science
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This course provides a challenging introduction to some of the central ideas of theoretical computer science. It attempts to present a vision of "computer science beyond computers": that is, CS as a set of mathematical tools for understanding complex systems such as universes and minds. Beginning in antiquity—with Euclid's algorithm and other ancient examples of computational thinking—the course will progress rapidly through propositional logic, Turing machines and computability, finite automata, Gödel's theorems, efficient algorithms and reducibility, NP-completeness, the P versus NP problem, decision trees and other concrete computational models, the power of randomness, cryptography and one-way functions, computational theories of learning, interactive proofs, and quantum computing and the physical limits of computation. Class participation is essential, as the class will include discussion and debate about the implications of many of these ideas.

Subject:
Applied Science
Computer Science
Engineering
Mathematics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Aaronson, Scott
Date Added:
02/01/2008
Guidelines on Industry 4.0 and Drone Entrepreneurship for VET students
Unrestricted Use
CC BY
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It is a brochure containing guidelines on the Industry 4.0 and Drone Entrepreneurship applied to vocational education and training (VET) students, providing essential information for those who want to start a new business in the fields of Industry 4.0 and/or Drone Industry. It presents Industry 4.0 and drone based business ideas and opportunities and covers important topics like technology, legislation, applications, etc. in order to help VET students and VET graduates to identify opportunities and to start their own business taking advantage of drone technology.

The document is available in 5 languages (EN, RO, PL, GR, IT) and it’s issued with ISBN. All language versions are available for download on www.edudrone-project.eu

Subject:
Applied Science
Business and Communication
Career and Technical Education
Education
Engineering
Material Type:
Case Study
Student Guide
Author:
Anastasia Oikonomoula
Catalin Gheorghe Amza
Francesco Tarantino
Giulia Salucci
Ioana Cantemir
Mike Triantafillou
Paulina Spanu
Paweł Poterucha
Doru Cantemir
Date Added:
08/06/2019
A Guide to MATLAB for ME 160
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CC BY-NC-SA
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This textbook provides an introduction to the MATLAB programming language for first-year mechanical engineering students enrolled in ME 160. Designed to follow the content taught in class, this book provides a supplement to in-class learning that is presented at a level that is understandable to a student with no experience coding before coming to Iowa State University.

Subject:
Applied Science
Engineering
Material Type:
Textbook
Provider:
Iowa State University
Author:
Austin Bray
Reza Montazami
Date Added:
06/18/2022
Gödel, Escher, Bach
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CC BY-NC-SA
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How are math, art, music, and language intertwined? How does intelligent behavior arise from its component parts? Can computers think? Can brains compute? Douglas Hofstadter probes very cleverly at these questions and more in his Pulitzer Prize winning book, "Gödel, Escher, Bach". In this seminar, we will read and discuss the book in depth, taking the time to solve its puzzles, appreciate the Bach pieces that inspired its dialogues, and discover its hidden tricks along the way.

Subject:
Applied Science
Arts and Humanities
Composition and Rhetoric
Computer Science
Engineering
English Language Arts
Life Science
Literature
Philosophy
Physical Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Speer, Robert
Date Added:
02/01/2007
Handbook of Software Engineering Methods 2nd ed.
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CC BY-NC
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Software engineering is the art and science of using different methods to efficiently create extensible, sustainable programs that solve problems people care about.

I won’t tell you how to be a software engineer; You’ll learn that over time by doing it. Instead, this book is about software engineering methods: Ways people achieve specific objectives in software engineering—that can save your project. My hope is that, after reading this book (or parts of it), you’ll feel better equipped for software engineering.

Subject:
Applied Science
Computer Science
Engineering
Material Type:
Textbook
Provider:
OpenOregon
Author:
Lara Letaw
Date Added:
08/25/2021
Hands-On Astronomy: Observing Stars and Planets
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CC BY-NC-SA
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This class introduces the student to the use of small telescopes, either for formal research or as a hobby.
This course covers background for and techniques of visual observation, electronic imaging, and spectroscopy of the Moon, planets, satellites, stars, and brighter deep-space objects. Weekly outdoor observing sessions using 8-inch diameter telescopes when weather permits. Indoor sessions introduce needed skills. Introduction to contemporary observational astronomy including astronomical computing, image and data processing, and how astronomers work. Student must maintain a careful and complete written log which is graded. (Limited enrollment with priority to freshmen. Consumes an entire evening each week; 100% attendance at observing sessions required to pass.)

Subject:
Applied Science
Atmospheric Science
Computer Science
Engineering
Health, Medicine and Nursing
Physical Science
Physics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Elliot, James
Date Added:
02/01/2002
Hands-On Introduction to Electrical Engineering Lab Skills
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CC BY-NC-SA
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This course introduces students to both passive and active electronic components (op-amps, 555 timers, TTL digital circuits). Basic analog and digital circuits and theory of operation are covered. The labs allow the students to master the use of electronic instruments and construct and/or solder several circuits. The labs also reinforce the concepts discussed in class with a hands-on approach and allow the students to gain significant experience with electrical instruments such as function generators, digital multimeters, oscilloscopes, logic analyzers and power supplies. In the last lab, the students build an electronic circuit that they can keep. The course is geared to freshmen and others who want an introduction to electronics circuits.
This course is offered during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month.

Subject:
Applied Science
Career and Technical Education
Electronic Technology
Engineering
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Hom, Gim
Date Added:
01/01/2008
Helping Students Discover Total Internal Reflection
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Students learn the basic relationship of Snell's Law, practice applying it to a situation, then are given another situation where it "doesn't work."??? This situation turns out to be one in which total internal reflection occurs. Students are then shown what happens with classroom apparatus.

Subject:
Applied Science
Engineering
Physical Science
Physics
Material Type:
Activity/Lab
Simulation
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Pedagogy in Action
Author:
Kathleen Harper
Date Added:
11/06/2014
Heritages of Change: Curatorial Activism and First-Year Writing
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This textbook, Heritages of Change: Curatorial Activism and First-Year Writing, includes principles of writing and information literacy through the lenses of curatorial activism, cultural heritage, and curation/exhibition. Heritage topics that students are introduced to include (but are not limited to): anti-racism, #MeToo, indigenous peoples, women/gender/LGBTQIA+, climate change, etc. They gain a broader understanding of cultural heritage and heritages of change, particularly disability heritage, in general in order to apply the concepts through their writing. This textbook presents these topics, but more specifically how to communicate about and research them.

In first-year writing courses, it can often feel that we practice writing and research in a vacuum. Writing is about communication, and, if we do not feel that we have an audience, then it can seem like our writing has no purpose (even though practice of any kind will help us develop these skills). Heritages of Change: Curatorial Activism and First-Year Writing is a method for students to think about the social changes that were prevalent during the COVID years and remain important in their wake. Heritages of Change is a lens for thinking and writing about these ideas. Through curation and exhibition as an act of activism, students focus on a specific audience with whom they can communicate authentically about this dynamic world.

Subject:
Applied Science
Arts and Humanities
Engineering
Material Type:
Textbook
Provider:
Remixing Open Textbooks through an Equity Lens (ROTEL) Project
Author:
Kisha G. Tracy
Date Added:
01/30/2024
The History of Computing
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CC BY-NC-SA
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This course focuses on one particular aspect of the history of computing: the use of the computer as a scientific instrument. The electronic digital computer was invented to do science, and its applications range from physics to mathematics to biology to the humanities. What has been the impact of computing on the practice of science? Is the computer different from other scientific instruments? Is computer simulation a valid form of scientific experiment? Can computer models be viewed as surrogate theories? How does the computer change the way scientists approach the notions of proof, expertise, and discovery? No comprehensive history of scientific computing has yet been written. This seminar examines scientific articles, participants’ memoirs, and works by historians, sociologists, and anthropologists of science to provide multiple perspectives on the use of computers in diverse fields of physical, biological, and social sciences and the humanities. We explore how the computer transformed scientific practice, and how the culture of computing was influenced, in turn, by scientific applications.

Subject:
Applied Science
Arts and Humanities
Computer Science
Engineering
History
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Gerovitch, Slava
Date Added:
02/01/2004
History of Women in Science and Engineering
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This course provides a basic overview of the history of women in science, technology, engineering, and mathematics (STEM). Students will learn about specific contributions of women across a variety of disciplines and will gain a broad perspective on how these contributions played a larger role in the advancement of human knowledge and technological achievement. The class will also grapple with how both historic and modern biases within the STEM disciplines, as well as in representations of women and girls in media and popular culture, can affect outcomes in these areas.

Subject:
Applied Science
Arts and Humanities
Engineering
Gender and Sexuality Studies
History
Physical Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Weinstock, Maia
Date Added:
09/01/2017
Holographic Imaging
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MAS.450 is a laboratory course about holography and holographic imaging.
This course teaches holography from a scientific and analytical point of view, moving from interference and diffraction to imaging of single points to the display of three-dimensional images. Using a "hands-on" approach, students explore the underlying physical phenomena that make holograms work, as well as designing laboratory setups to make their own images. The course also teaches mathematical techniques that allow the behavior of holography to be understood, predicted, and harnessed.
Holography today brings together the fields of optics, chemistry, computer science, electrical engineering, visualization, three-dimensional display, and human perception in a unique and comprehensive way. As such, MAS.450 offers interesting and useful exposure to a wide range of principles and ideas. As a course satisfying the Institute Laboratory Requirement, MAS.450 teaches about science, scientific research, and the scientific method through observation and exploration, hinting at the excitement that inventors feel before they put their final equations to paper.

Subject:
Applied Science
Arts and Humanities
Computer Science
Engineering
Graphic Arts
Life Science
Physical Science
Physics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Benton, Stephen
Halle, Michael
Date Added:
02/01/2003
How and Why Machines Work
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Subject studies how and why machines work, how they are conceived, how they are developed (drawn), and how they are utilized. Students learn from the hands-on experiences of taking things apart mentally and physically, drawing (sketching, 3D CAD) what they envision and observe, taking occasional field trips, and completing an individual term project (concept, creation, and presentation). Emphasis on understanding the physics and history of machines.

Subject:
Applied Science
Engineering
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Culpepper, Martin
Smith, Joseph
Date Added:
02/01/2002
How the power of machines transformed the world
Unrestricted Use
CC BY
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Throughout history, humans relied on their own muscles and later utilized draft animals and machines to perform physical tasks. The transformative impact of waterwheels, windmills, and the steam engine marked significant milestones in human energy history. Now, the transition to clean energy is crucial to mitigate the environmental impact and shape a sustainable future.

Subject:
Applied Science
Career and Technical Education
Engineering
Environmental Studies
Material Type:
Case Study
Diagram/Illustration
Reading
Provider:
Boston University
Provider Set:
Boston University Institute for Global Sustainability
Date Added:
06/12/2023