Machine Learning Foundations: Supervised, Unsupervised, and Advanced Learning

by Taeho Jo

This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four 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 ensemble learning, semi-supervised learning, temporal learning, and reinforced learning.

412 pages, Paperback

Published February 13, 2022