Autonomous Learning (other)
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Autonomous Learning (other)
Autonomous learning may refer to: * Autonomous learning in homeschooling *Learner autonomy *Machine learning Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task ( ... * Self-paced instruction {{Disambiguation ...
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Homeschooling
Homeschooling or home schooling (American English), also known as home education or elective home education (EHE) (British English), is the education of school-aged children at home or a variety of places other than a school. Usually conducted by a parent, tutor, or online teacher, many homeschool families use Informal education, less formal, more personalized and individualized methods of learning that are not always found in schools. The actual practice of homeschooling varies considerably. The spectrum ranges from highly structured forms based on traditional school lessons to more open, free forms such as unschooling, which is a lesson- and curriculum-free implementation of homeschooling. Some families who initially attended a school go through a deschooling process to decouple from school habits and prepare for homeschooling. While "homeschooling" is the term commonly used in North America, "home education" is primarily used in Europe and many Member states of the Commonweal ...
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Learner Autonomy
Learner autonomy has been a popular concept in foreign language education in the past decades, specially in relation to lifelong learning skills. It has transformed old practices in the language classroom and has given origin to self access language learning centers around the world such as the SALC at Kanda University of International Studies in Japan, the ASLLC at The Education University of Hong Kong, the SAC at Hong Kong University of Science and Technology and ELSAC at the University of Aucklandbr> As the result of such practices, language teaching is now sometimes seen as the same as language learning, and it has placed the learner in the centre of attention in language learning education in some places. There is a comprehensive bibliography for learner autonomy. Definition The term "learner autonomy" was first coined in 1981 by Henri Holec, the "father" of learner autonomy. Many definitions have since been given to the term, depending on the writer, the context, and the ...
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Machine Learning
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task (computing), tasks without explicit Machine code, instructions. Within a subdiscipline in machine learning, advances in the field of deep learning have allowed Neural network (machine learning), neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance. ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The application of ML to business problems is known as predictive analytics. Statistics and mathematical optimisation (mathematical programming) methods comprise the foundations of machine learning. Data mining is a related field of study, focusing on exploratory data analysi ...
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