learning, or computer vision tothose with a background in computer science or a related discipline [47, 48, 49]. And otherworks concentrate on teaching machine learning to non-computer scientists, includingundergraduates [26], business majors [27], artists [28], material science engineers [29], biologists[30], and ecologists [50].However, common challenges faced when teaching machine learning to groups of non-computerscience students included the following: 1. Designing sufficient coding structure and guidelines. Computer science students tend to have personal preferences in their setups; some might prefer coding on sublime and running their code via the command line, while others might prefer coding in what’s known as an integrated
of the co-op program as the primary vehicle forassessment of this learning outcome provides the additional benefits of curriculum andassessment input by industry constituents who work directly with the students.Curriculum OverviewThe School of Engineering at GVSU offers a bachelor of science in engineering degree withmajors in computer, electrical, interdisciplinary, product design and manufacturing, andmechanical engineering. The majors share a mostly common set of foundation courses, and eachundergraduate major is a secondary admission program. Criteria for secondary admission includecompletion of all foundation courses with a grade of „C‟ or better and maintaining an overallgrade point average of 2.70 or higher (on a 4.00 scale).All
Paper ID #5702Vertical assessment of math competency among freshmen and sophomore en-gineering studentsDr. Kendrick T. Aung, Lamar University KENDRICK AUNG is a professor in the Department of Mechanical Engineering at Lamar University. He received his Ph.D. degree in Aerospace Engineering from University of Michigan in 1996. He is an active member of ASEE, ASME, SAE, AIAA and Combustion Institute. He has published over 70 technical papers and presented several papers at national and international conferences.Dr. Ryan Underdown, Lamar University Dr. Underdown is an Associate Professor in the Industrial Engineering
400 in refereed journals and conferences pa- pers. He has supervised 49 completed PhD/EngD students from 28 countries, and has been Principal or Co-investigator on over 30 completed funded projects.Dr. Ximing Ruan Ruan, University of the West of England Dr Ximing Ruan is a Senior Lecturer in Project Management at the University of the West of England. After working in IT and construction industry for 10 years, he pursued degrees at Northumbria University in the UK, including an MBA from the Business School and a PhD in Project Management from the Built Environment School. His publications have been focusing on knowledge management and integration in projects, organisational coordination in project process, and the
recently awarded University of Windsor’s Golden Jubilee Professorship in Business. Page 24.912.1 c American Society for Engineering Education, 2014 Modern Engineering Sandwich: Management, Globalization and Entrepreneurship on Top of Product DevelopmentIntroduction As globalization leads to an internationally integrated production and consumption ofgoods, cultural products, and services, local and national identities are challenged. Globalizationcreates challenges and opportunities for companies providing goods or services. The coursediscussed in this paper reviews the impact
Engineering curriculum at our university.1 SignificanceNeed for this course was felt in the department because several research faculty memberswanted to integrate VLSI chips using MCU-based systems. To integrate custom VLSIchips into a system using MCU based control, one method is to build custom printedcircuit board (PCB) to integrate components like opamp and buffers to read outputs from achip. To send inputs to the chip, different pulse generator chips and voltage regulatorscould be integrated on the same PCB. To build a system out of several chips, MCU can beused to calculate inputs to the next chip based on outputs from the previous chip andalgorithm designed in C on the MCU. Therefore, to achieve the requirements of ourdepartment, the course
of critical importance to developclose ties with industrial partners. The particular ways by which this can be carried outeffectively, including integrated industry-academe annual retreats as well as well-designedindustrial surveys, are also discussed. Using the framework of the eleven learning objectivesarticulated by ABET, the effectiveness, or otherwise, of the learning process in undergraduateengineering has been evaluated in our program using a variety of assessment tools, essentially allof which are numerical in format and relatively simple to administer. A key feature of anyassessment process should be an evaluation of self-consistency. That is also discussed here.Lastly, high rates of student attrition in any engineering program are
and financial, and the ecological and environmental systems. o Intra- and intergenerational satisfaction of human needs and aspirations are an integral part of the outcomes of the development process. o Natural resource use is managed proactively through monitoring and control of the extraction of resources from the biosphere in a way that ensures that the supply will always exceed the demand, and of the extraction of nonrenewable natural resources from the lithosphere to prevent their total depletion. o Sustainable strategies and technologies are used proactively within every element of the system: − To promote the development, and to enable the use, of environmentally conscious
develop a strategy for dissemination of the materials through channels such as ASEE and the various engineering societies, to gain rapid adoption and use of the materials. 3. To encourage ongoing development and dissemination through a series of annual workshops and seminars on topics related to environmental protection and environmental] y responsible manufacturing. The goals of the reference book itself are : 1. To integrate pollution prevention and waste reduction into the engineering curriculum. 2. To prepare students with the skills, knowledge and attitudes essential to making environmentally responsible engineering decisions. 3. To develop the materials in a &i-national effort and assure
very valuable consensus building among the faculty.Aligning the Curriculum with Program Goals and Objectives Ø The curriculum may not completely cover all relevant program objectives and a discussion about how to fill in the gaps is a worthy program-level activity. Ø Some faculty members tend to overstate the number of program objectives addressed in their courses. An honest appraisal of the contribution of each course to program goals and objectives must be conducted. Ø Co-curricular activities (e.g. participation in student professional societies, internships, study abroad programs) are important facets of a student’s educational experience but are harder to assess and include in the
Session 1170 Pitt Engineering Career Access Program: Building a Pipeline for Success through Project CARE Sylvanus Wosu, Michael Lovell and Robert Goldbach1 Department of Mechanical Engineering, University of Pittsburgh, Pittsburgh PA 15251/ 1 Research and Evaluation Consultant, Pittsburgh PA 15219AbstractThis paper gives an overview of the lessons learned in the first year of implementing the pre-engineering component of the Pitt Engineering Career Access Program (PECAP). PECAPintroduces a college curriculum to pre-11th and pre-12th grade high school students throughCritical and Analytical Reasoning Enrichment (CARE) activities. Project CARE
to encourage trailblazing students to enter STEM fields. We must also activelyincrease accessibility to education and training in STEM for these individuals 10 . We designed andimplemented an assessment-driven approach for targeted technical training. Critical to our methodis supporting each student as an individual, from an asset-based growth mindset, and designingour curriculum to best support individual needs and goals 24,25 . We leverage system integration andcognitive engineering to design approaches that allow for modular, scalable content to support stu-dents with varied experiences and backgrounds. We provide the materials, research, and capacityto deliver high-quality, experiential training for CIRCUIT fellows.Based on the
postings regularlydisappeared before the reports’ due dates.To solve this problem, a team of seniors in the Computer Science Department developed a web-based database, Laboratory and Database Integration (LADI), for the Department. The databaseconsists of two basic parts--the database and web page files. The database serves as a containerfor user profiles and laboratory data. The web page files serve as an interface between the usersand the data. Instead of using more expensive database server packages, Microsoft Access97was used for the database while Active Server Pages (ASP) were used as an interface betweenthe web browser and the database. The security features of the database are simple to setupindependently with web page files. Students are
searching for jobs. A resume that listsknowledge of four different 3D software packages clearly has its advantages.Software Certification is another hot topic right now. Companies are looking for employees thathold these certifications. Solid Works, Inventor, and Catia all have some type of certificationexam. Pro Engineer only has a certification for those who wish to be Pro/E instructors.Certification exams are a good way to perform an assessment of your ET program. This can alsobe used as an ABET assessment tool.ConclusionAfter setting up this process and analyzing the results of our online survey, we have made thefollowing decisions for our ET program at PSU.Use Solid Works as the primary teaching tool in our Engineering Graphics curriculum
Session # 3432 A Laboratory Course for Telecommunications Systems Engineering Hazem H. Refai and James J. Sluss, Jr. School of Electrical & Computer Engineering Telecommunications Systems Program University of Oklahoma – Tulsa Abstract An integral part of the curriculum in the recently developed Master of Science in Telecommunications Systems program at the University of Oklahoma - Tulsa is a laboratory course. The course is designed to enhance student understanding of fundamental computer networking
many more going global every day. Engineers participate on global teams asindividuals are spread around the globe to implement complex projects. Globalization isexpanding our science and engineering labor force both by becoming more internationallydiverse and more internationally mobile.8 However, few universities have been intentional aboutintegrating global, cross-cultural education into the engineering curriculum.John Brown University has recognized the need to make global issues an integral part of thestudents’ education. In 2003, JBU embarked on Project Campus Globalization, a campus-wideendeavor designed to integrate global and cross-cultural elements into all department curriculaand into the campus culture. Campus Globalization received
- wall beams showing integral tip plate for attaching cross-bar or optical target.2.4 Unsymmetrical section beamsWhen the loading axis system for a beam is not aligned with an axis of symmetry of the crosssection or if the section has no symmetry axis, the bending behavior becomes more complex dueto the appearance of a non-zero sectional cross-bending stiffness in the governing differentialequations as well as in the equation for the bending stress developed in response to the appliedbending moments. Such situations are generally referred to as “bending of beams withunsymmetric sections” and these configurations are avoided whenever possible. However, theyare difficult to avoid when designing thin-wall section
discussions, FY introductory courses affordthe opportunity to integrate creative assignments. Turning to the interview results, oneinterviewee, who teaches a two-credit FY course required for all engineering students, usescreative assignments to facilitate ethical awareness in his students. The students create anddisplay a narrative about an ethical situation that they might realistically encounter in the next 5-10 years. The teams choose the characters, settings, and scenarios and have creative control overhow the story is shared with the class. From making videos, acting out skits, recording readings,or illustrating graphic novels, students take time to develop stories and reflect on the ethicalunderpinnings with the class. The assignment provides
unexpected, as the program isdesigned to prepare high ability students with comparatively weak STEM preparation for arigorous undergraduate STEM curriculum; an immediate drop in self-efficacy could represent anappropriate adjustment indicating students leave the RESP program with a realisticunderstanding of what their new collegiate environment will demand of them. Instead, resultssuggest the program intervention could be increasing students’ perceptions that they have theskills needed to succeed in their new environment.Our findings did not support our hypothesis that RESP participants would report higher STEMself-efficacy than matched comparison group members at times 1, 2, and 3. This non-differentiation deserves further exploration.We
curriculum taught in public and global health classes, with the focus being onhow clean-energy systems decrease environmental pollution and improve community health. MercerUniversity’s Quality Enhancement Plan (QEP, running from 2015-2020) focuses on combining researchwith service (with a tagline of “Research that Reaches Out”), with a dedicated, staffed office. Thisproject is coordinating with Mercer’s QEP to advance integration of the initiative approach across theuniversity.Feedback from students in Mercer University’s Green Engineering course has shown that they find thehousehold level examples used to teach about energy efficiency and conservation to be beneficial andmemorable, the study of small-scale solar PV and shallow geothermal systems to
facilitated by the recent changes to accreditation standards by theAccreditation Board for Engineering and Technology.In addition to reform that restructures the first-year engineering curriculum to engage thestudents through inquiry, real-world applications, and social relevance, admissions reform isstarting to reshape the face of the engineering student body. Carnegie Mellon Universityadjusted its admissions criteria to reflect its research that prior computing experience did notpredict academic success by removing its strong preference for highly experienced applicants. In2001, the University of California system adopted an admissions plan that guarantees provisionalUniversity admission to all students in the top 12.5% of every high-school class
iscontained within a single node and the links (or connections) indicate relationships, which aretypically labeled with verbs or other explanatory text [14]. Application of this technique cantake many forms in documenting knowledge or changing understanding of a subject. CMs aretypically integrated into teaching as either learning tools or documentation of conceptualunderstanding over a period of time. Resulting CMs depict growth in student understanding oroffer opportunities for an instructor to step in to correct confusion. Alternatively, CMs caninform curriculum design and assessment strategies. We will not go into an in-depth analysis ofthe merits of concept mapping as this can be found in our previous publication and meta-analysisof concept
” aspect of the education process. In addition, considering the complexity nature ofengineering disciplines themselves, teaching such subjects needs an integral approach. In thisholistic view, and for engaging students in engineering topics, other disciplines need to be calledand used to convey the course, namely mathematics and other sciences backed by technologicalrealities and advancements. This is a very similar approach to the science-technology-engineering-1 Thus, is the focus on the pedagogy of learning in this paper through the “learning moment” recording/recallingmathematics STEM curriculum program [1] launched by the U.S. Department of Education since2009 and which is expected to have a positive impact on U.S. economy providing much
grant period was initially four years, then extended to five, with noadditional funding.) Boise State University [enrollment 19,540 overall, 1,771 engineering],located in Boise, Idaho, is a metropolitan institution that provides affordable access to educationfor a diverse population of capable students, from National Merit Scholars seeking an urbancollege experience to non-traditional students balancing family, work and education. Most of thestudents are undergraduates and a significant portion are first generation and/or lower income.Our grant-funded initiative comprised a broad array of academic enrichment and support(internships, supplemental instruction, scholarships), curricular changes (integrated freshman andpre-freshman learning
throughout traditional engineeringsectors, thereby developing the integrative skills recommended by USIP, the National Academyof Engineering (NAE), and the conflict management community [1], [2], [3], [4].The graduate program began enrolling students in 2019 and includes both an M.S. degree forstudents from all STEM backgrounds and a 9-credit online certificate accessible to students fromall backgrounds. We present a peace engineering curriculum that offers breadth in understandingthe social dimensions of conflict, depth in engineering approaches and technologies applicable topeacebuilding, and practical experience working alongside peacebuilding practitioners. Asystems-level thinking approach is leveraged to equip engineers to think critically
leadership in their professional guideline series [3]. In AIChE’s body ofknowledge, it lists necessary psychomotor skills of listening and interpreting, speaking andpresenting, communication, leadership, presentation, and teamwork [4]. In general, everyengineering disciple these professional skills for a successful engineer.Despite the standards set by these societies, usually in an engineering curriculum there is noformal course on professional skills. Typically, during the capstone senior design courseundergraduate engineering students are exposed to some of these skills such as presentation andteam work. Occasionally the center of career development at an institution will offer sessions onprofessional skills usually focusing on interviews and
education curriculum with a focus on laboratory courses for the University of Minnesota, Twin Cities, Electrical and Computer Engineering Department. His courses leverage project-based learning, experiential learning, and self-paced activities. David has over ten years of industry experience specializing in mixed-signal RF integrated circuit design, power systems, and power electronics.Mr. Ben Guengerich, University of Minnesota - Anderson Student Innovation Labs Ben Guengerich is the Manager of the Anderson Student Innovation Labs at the University of Minnesota. The labs provide engineering students open access to prototyping equipment and give them the freedom to work on projects aligned with their personal and
course involved 37 M.Sc. students, fivecompanies and five projects. This paper investigates the learning outcome with both thestudents and the company representatives based on project collaboration during a period ofnine months. The capstone course encompasses 18 ECTS credits, the equivalent of 12 weeksfull time studies spread over a period from the end of March to end of December, withsummer break from mid-May to beginning of September. The capstone course represents thesemi-final step before the students’ Master of Science degrees, followed by a master thesisproject which, at KTH, is preferably done at a company, in the form of an internship resultingin a scientific thesis report.During the 2011 projects, all five student teams voluntary
Copyright © 2003, American Society for Engineering EducationBibliography 1. Schertz, Karen A. and Whitney, Terry A. (2001). Design Tools for Engineering Teams An Integrated Approach, Delmar Publishing Company. 2. http://www.ccny.cuny.edu/ctl/handbook/goldstein.html 3. Rockland, Ronald H. (1999). Use of Problem Solving Skills in an Introductory Microprocessor Course. 1999 ASEE Annual Conference Proceedings, Session 3147. 4. Rockland, Ronald H. (2001). Teaching Problem Solving Techniques in a Circuit Analysis Course. 2001 ASEE Annual Conference Proceedings, Session 1648.MOHAMAD H. AHMADIAN Mohamad H. Ahmadian is a professor of
Institutional Research Office was also asked to provide a seminar and workshopfor the CET Department on how to integrate Program Outcomes with curriculum learning Page 22.1690.16outcomes.5. Project OutcomesThe success of the comprehensive project will be measured by students’ ability to do thefollowing: A mastery of the hands-on knowledge, techniques, and skills in design project An ability to apply concurrent engineering concepts in product design applications Technical expertise in selecting electrical/electronic components, and materials in building and implement processes An ability to analyze, design, and implement hardware and software