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Representing DNA for Machine Learning Algorithms: A Primer on One-Hot, Binary, and Integer Encodings
Yash Munnalal Gupta; Satwika Nindya Kirana; Somjit Homchan – Biochemistry and Molecular Biology Education, 2025
This short paper presents an educational approach to teaching three popular methods for encoding DNA sequences: one-hot encoding, binary encoding, and integer encoding. Aimed at bioinformatics and computational biology students, our learning intervention focuses on developing practical skills in implementing these essential techniques for…
Descriptors: Science Instruction, Teaching Methods, Genetics, Molecular Biology
Marianne Stowell Bracke; Stacy Winchester – portal: Libraries and the Academy, 2025
Data librarianship is a relatively new field that covers activities from teaching research data management skills and data science areas such as coding or cleaning data, to curating and archiving datasets. The Data Services Continuing Professional Education (DSCPE) program has stepped in to fill the critical education gap for data librarians. It…
Descriptors: Librarian Attitudes, Academic Libraries, Research Libraries, Library Role
David M. Woods; Andrea Hulshult – Information Systems Education Journal, 2025
IT/IS educators continue to work to develop content and activities for teaching Agile practices, processes, and methodologies to their courses to ensure students have the skills expected by businesses. Given the wide range of tools and technologies that fall under the umbrella of Agile and the wide range of places where Agile is applied, educators…
Descriptors: Information Technology, Information Science Education, Computer Science Education, Teaching Methods
Keren Dali; Ashlyn Velte; Stephanie Anderson; Michelle Ganz; John Lindaman; Miriam Tuliao – Journal of Education for Library and Information Science, 2025
Resulting from the collaboration between five practicing professionals and an LIS faculty member, this article illuminates the experiences of librarians and archivists who engage with LIS students on a continuous basis as guest speakers in LIS classrooms. The phenomenological approach helps to elicit first-hand accounts that encapsulate…
Descriptors: Team Teaching, Professional Personnel, Library Schools, Learning Activities
C. Sean Burns; Jennifer Pusateri; Daniela K. DiGiacomo – Journal of Education for Library and Information Science, 2025
This paper presents a novel approach to designing an online, open-source course in systems librarianship, an area of librarianship that may be perceived as complex and intimidating because of the technologies involved. The course design focuses on making systems librarianship more approachable for library and information science students who may…
Descriptors: Library Science, Online Courses, Open Education, Instructional Design