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The growth of live video streaming (LVS) technology provides new possibilities for online tutoring in that it accommodates a massive number of learners simultaneously. Questions still exist, however, about the extent to which new technology can support interactions between an instructor and a vast number of learners, as well as which factors would influence learners’ interactions with the instructor and peer learners. This study explored these questions by conducting a survey involving 189...
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Utilising satellite images for planning and development is becoming a common practice as computational power and machine learning capabilities expand. In this paper, we explore the use of satellite image derived building footprint data to classify the residential status of urban buildings in low and middle income countries. A recently developed ensemble machine learning building classification model is applied for the first time to the Democratic Republic of the Congo, and to Nigeria. The...
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As researchers, we care that our educational systems improve, support all learners, and are grounded solidly in research evidence. But how do we work with stakeholders like educational technology s…
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Learning loss is expected for millions of children who have been out of school as a result of the current COVID-19 pandemic. Unfortunately, it is uncertain how much learning will be lost and how wide the gaps may be for disadvantaged children. This paper uses a unique longitudinal dataset to estimate learning loss during a three-month transition from Complementary Basic Education to government schools in Ghana. Our results show an average learning loss of 66 % of previous learning gains in...
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An output of the EdTech Hub, https://edtechhub.org
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Pretrained general-purpose language models can achieve state-of-the-art accuracies in various natural language processing domains by adapting to downstream tasks via zero-shot, few-shot and fine-tuning techniques. Because of their success, the size of these models has increased rapidly, requiring high-performance hardware, software, and algorithmic techniques to enable training such large models. As the result of a joint effort between Microsoft and NVIDIA, we present details on the training...
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An output of the EdTech Hub, https://edtechhub.org/
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This resource is an output of the Open Development & Education 'EdTech Fellowship' programme. The programme page is avaialble here: https://opendeved.net/programmes/edtech-fellowship/.
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