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This book is concerned with machine learning algorithms as important AI (Artificial Intelligence) techniques. This book is authored by collecting slides in the lecture during one semester on machine learning; each page is given as a slide. It is intended for one who tries to study machine learning algorithms as approaches to implementation of AI systems and composed with eight lectures. The main kinds of machine learning are supervised learning and unsupervised learning. The significance of this book is to provide knowledge about machine learning algorithms used for implementing AI systems.