Efficient Learning Machines

This ApressOpen book Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and biologically-inspired techniques.

Book Description

Topics included: Machine Learning • Machine Learning and Knowledge Discovery • Support Vector Machines for Classification • Support Vector Regression • Hidden Markov Model • Bio-Inspired Computing: Swarm Intelligence • Deep Neural Networks • Cortical Algorithms • Deep Learning • Multiobjective Optimization • Machine Learning in Action: Examples

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