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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Machine Learning Foundations - Supervised, Unsupervised, and Advanced Learning (Hardcover, 1st ed. 2021)
Loot Price: R4,554
Discovery Miles 45 540
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Machine Learning Foundations - Supervised, Unsupervised, and Advanced Learning (Hardcover, 1st ed. 2021)
Expected to ship within 10 - 15 working days
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This book provides conceptual understanding of machine learning
algorithms though supervised, unsupervised, and advanced learning
techniques. The book consists of four parts: foundation, supervised
learning, unsupervised learning, and advanced learning. The first
part provides the fundamental materials, background, and simple
machine learning algorithms, as the preparation for studying
machine learning algorithms. The second and the third parts provide
understanding of the supervised learning algorithms and the
unsupervised learning algorithms as the core parts. The last part
provides advanced machine learning algorithms: ensemble learning,
semi-supervised learning, temporal learning, and reinforced
learning. Provides comprehensive coverage of both learning
algorithms: supervised and unsupervised learning; Outlines the
computation paradigm for solving classification, regression, and
clustering; Features essential techniques for building the a new
generation of machine learning.
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