Broadening access to both computational and educational resources is crit- ical to diffusing machine learning (ML) innovation. However, today, most ML resources and experts are siloed in a few countries and organizations. In this article, we describe our pedagogical approach to increasing access to applied ML through a massive open online course (MOOC) on Tiny Machine Learning (TinyML). We suggest that TinyML, applied ML on resource-constrained embedded devices, is an attractive means to widen access because TinyML leverages low-cost and (...) globally accessible hardware and encourages the development of complete, self-contained applications, from data collection to deployment. To this end, a collaboration between academia and industry produced a four part MOOC that provides application-oriented instruction on how to develop solutions using TinyML. The series is openly available on the edX MOOC platform, has no prerequisites beyond basic programming, and is designed for global learners from a variety of backgrounds. It introduces real-world applications, ML algorithms, data-set engineering, and the ethi- cal considerations of these technologies through hands-on programming and deployment of TinyML applications in both the cloud and on their own microcontrollers. To facili- tate continued learning, community building, and collaboration beyond the courses, we launched a standalone website, a forum, a chat, and an optional course-project com- petition. We also open-sourced the course materials, hoping they will inspire the next generation of ML practitioners and educators and further broaden access to cutting-edge ML technologies. (shrink)

This paper examined the relationship between tertiary students’ social media management attitudes and their academic performance in Cross River State, with a specific focus on Facebook, WhatsApp, and Instagram. To achieve this purpose, three null hypotheses were formulated accordingly. The study adopted a correlational research design. Cluster and simple random sampling techniques were used to select a sample of 1000 students from the entire population. The instrument used for data collection was a questionnaire titled: Tertiary Students’ Social Media Management and (...) Academic Performance Questionnaire (TESSMMAPQ). The reliability of the instrument was established through Cronbach alpha and estimate of .93 was obtained indicating that the instrument was internally consistent in measuring what it purports to measure. Pearson Product Moment Correlation Analysis used to analyze data and to test the hypotheses at .05 level of significance. Findings revealed that there is no significant relationship between tertiary students Facebook management attitudes (r. cal.0.032 < crit. r.0.062), WhatsApp management attitudes (r. cal.0.038 < crit. r.0.062), and Instagram management attitudes (r. cal.-0.009 < crit. r.0.062) respectively, with their academic performance. Based on these findings it was recommended among others that; tertiary students' social media usage should be regulated by smartphones producers and internet service providers; in such a way that a maximum monthly login interval (MMLI) is provided that will restrict users to a limited number of login chances. This will ensure that students maintain focus when they have been barred. (shrink)

The aim of this paper is to discuss theories that attempt to single out the class of intentional states by appealing to factors that are supposedly criterial for intentional sentences. The papers starts with distinguishing two issues that arise when one thinks about intentional expressions: the Taxonomy Problem and the Fundamental Demarcation Problem. The former concerns the relation between the classes of distinct intentional verbs and distinct intentional states. The latter concerns the question about how to distinguish intentional states and (...) acts from the non-intentional ones. Next, the general desiderata for theories providing criteria for singling out the class of intentional sentences are introduced. Finally, distinct proposals for providing such criteria are analyzed. Author argues that neither is satisfactory. (shrink)

Même si ce livre ne compte pas plus d’une centaine de pages, l’analyse qu’il offre de Heidegger et de sa relation à l’environnement s’avère plutôt exhaustive. Si Casey Rentmeester le fait débuter par une brève histoire du développement de la philosophie environnementale, précisant comment cette discipline a largement affaire à l’éthique appliquée et l’éthique normative, il y explique bientôt comment des philosophes tels que Naess, Thomson et Toadvine emploient aujourd’hui des méthodes non-traditionnelles — ecofeminism, ecophenomenology, deep ecology — pour explorer (...) des aspects négligés par le courant philosophique qui y domine. Avant de s’appuyer sur l’œuvre heideggérienne pour répondre aux questions peu examinées par cette tradition de pensée, l’A. décrit brièvement la manière dont certains des représentants de celle-ci — Siedel, Zimmerman et Foltz notamment — se servent de celle-là pour mieux saisir la position de l’homme dans la nature. À l’en croire, son but est double : utiliser d’abord la critique phénoménologique de la métaphysique établie par Heidegger pour montrer comment, au sein de cette dernière, notre compréhension de l’être a mené à une destruction de l’environnement, puis penser avec Heidegger pour chercher à ce problème une réponse post-métaphysique qu’il s’agirait d’esquisser si tant est qu’il y en ait une. Or, tel est le cas pour Casey Rentmeester, qui se tourne en définitive vers le taoïsme pour lui emprunter son image d’un environnement durable. (shrink)

In this novel work, Paul Chilton expends a considerable amount of effort examining relations between the use of language and political discourse. Many realist linguists in the past century claimed that language should be evaluated as the innate part of a human mind. The scholarly interest in the public use of language is followed by crit-ical theory and the Frankfurt School of social theory and philosophy, which considered language rather as a social phenomenon than a mental phenomenon and intended (...) to validate the crucial relationship between language, politics and culture. (shrink)