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Dimensionality Reduction in Machine Learning

By Jamal Amani Rad Ph.D. (Editor), Snehashish Chakraverty Ph.D. (Editor), Kourosh Parand Ph.D. (Editor)
eBook
$180.00
By Jamal Amani Rad Ph.D. (Editor), Snehashish Chakraverty Ph.D. (Editor), Kourosh Parand Ph.D. (Editor)
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Dimensionality Reduction in Machine Learning covers both the mathematical and programming sides of dimension reduction algorithms, comparing them in various aspects. Part One provides an introduction to Machine Learning and the Data Life Cycle, with chapters covering the basic concepts of Machine Learning, essential mathematics for Machine Learning, and the methods and concepts of Feature Selection. Part Two covers Linear Methods for Dimension Reduction, with chapters on Principal Component...

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Science & TechnologyComputersEngineeringTechnologyRobotics & Artificial IntelligenceArtificial Intelligence (AI)Artificial Intelligence - General