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Lifelong Machine Learning: Second Edition

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Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model that is then used in its intended application. It makes no attempt to retain the learned knowledge and use it in subsequent learning. ...

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Lifelong Machine Learning: Second Edition
2018, Morgan & Claypool, San Rafael

ISBN-13: 9781681733029

2nd edition

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Lifelong Machine Learning: Second Edition
2018, Morgan & Claypool, San Rafael

ISBN-13: 9781681733043

2nd edition

Hardcover

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