Digital image processing is an integral part of the computer vision field. However, traditional digital image processing teaching methods mainly focus on theoretical knowledge, lacking practical teaching content. To address this issue, this article proposes a project-based learning (PBL) model that consists of four key stages: project proposal,…

In the era of remote learning courses, the humanities instructor struggled more than most to translate the many familiar techniques of close reading to the unfamiliar realm of technology. Oftentimes instructors have depended on facsimiles of traditional methods: a shared passage annotated by the class digitally, or small groups sent to individual…

In the data science courses at the University of British Columbia, we define data science as the study, development and practice of reproducible and auditable processes to obtain insight from data. While reproducibility is core to our definition, most data science learners enter the field with other aspects of data science in mind, for example…

Textbook data is essential for teaching statistics and data science methods because it is clean, allowing the instructor to focus on methodology. Ideally textbook datasets are refreshed regularly, especially when they are subsets taken from an ongoing data collection. It is also important to use contemporary data for teaching, to imbue the sense…

Abstract concepts, such as gravity, may provide the perfect opportunity to bring phenomena into the classroom. As a knowledge generation strategy, summarizing can foster that opportunity. Using phenomena and summary writing together might help student learning since it requires making connections between their ideas and words to explain the…

It is recommended that teacher-scholars of data science adopt reproducible workflows in their research as scholars and teach reproducible workflows to their students. In this article, we propose a third dimension to reproducibility practices and recommend that regardless of whether they teach reproducibility in their courses or not, data science…

This article synthesizes ideas that emerged over the course of a 10-week symposium titled "Teaching Reproducible Research: Educational Outcomes" https://www.projecttier.org/fellowships-and-workshops/2021-spring-symposium that took place in the spring of 2021. The speakers included one linguist, three political scientists, seven…

As is typical across Turtle Island, the Hul'q'umi'num' (Coast Salish) language revitalization movement is being carried by adult language learners (Haynes 2010; McIvor 2015) but becoming a proficient Hul'q'umi'num' speaker is challenging given the complexity of its sound system. In this paper, we share our experiences using the speech analysis…

The use of multicultural literature in the English classroom is important because students need to see themselves reflected on the page as well as need windows into their peers' experiences that are unlike their own. Teachers in middle school classrooms have the potential to positively influence students' ability to engage and connect with…

This article considers the role of early childhood education within these uncertain times of human induced climate change. It draws from feminism and environmental humanities to experiment with different ways of becoming-with the world. By bringing together Donna Haraway's figure of the Modest Witness and Deborah Bird Rose's notion of witnessing,…

Given that the usage and complexity of spreadsheets in the accounting profession are expected to increase, it is more important than ever to ensure that accounting graduates are aware of the dangers of spreadsheet errors and are equipped with design skills to minimize those errors. Although spreadsheet mechanics are prevalent in accounting…

Given that students are constantly communicating and documenting special experiences in their social and private lives with digital devices, we suggest that this behavior could be used to record and deepen learning experiences-such as visualizing reactions at the molecular level-in a chemistry class. An example would be the creation of stop-motion…

Students with learning disabilities and other high-incidence hidden exceptionalities (HIHE) can struggle with secondary difficulties including low confidence in their abilities (e.g., Klassen, 2010) along with primary difficulties related to their exceptionality. The purpose of this paper is to highlight the importance of the perspective of…

Documentation of ideas and the engineering design process is a critical, daily component of a professional engineer's job. While patent protection is often cited as the primary rationale for documentation, it can also benefit the engineer, the team, company, and stakeholders through creating a more rigorously designed and purposeful solution.…

This column discusses resources and science topics related to students in grades preK to 2. Articles and lesson ideas for science learning often suggest that teachers have children "document" their observations, but these resources may not offer guidance on "why" teachers should help children document their work,…