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Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. [1] High-quality labeled training datasets for supervised and semi-supervised machine learning algorithms are usually difficult and expensive to ...
Education research and information are essential to improving teaching, learning, and educational decision-making. ERIC provides access to 1.5 million bibliographic records ( citations , abstracts , and other pertinent data) of journal articles and other education-related materials, with hundreds of new records added every week.
The Journal of Statistics and Data Science Education is a triannual open access peer-reviewed academic journal. It was established in 1992 at North Carolina State University by E. Jacquelin Dietz as the Journal of Statistics Education , obtaining its current title in 2020. [ 1 ]
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
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Dr. Wolfgang Greller and Dr. Hendrik Drachsler defined learning analytics holistically as a framework. They proposed that it is a generic design framework that can act as a useful guide for setting up analytics services in support of educational practice and learner guidance, in quality assurance, curriculum development, and in improving teacher effectiveness and efficiency.
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Try these resources: Wikipedia:Student assignments, a page of advice and best practices for running Wikipedia assignments; Wikipedia:Training, a set of training modules for students, educators and others involved with Wikipedia editing assignments; Wikipedia:Education program, a portal for U.S. and Canada classrooms to receive more organized ...