Machine Learning Foundations and Applications

E, Jarrel

ISBN 13: 9798231376452

Published by Jarrel E., 2025

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Bibliographic Details

• Title: Machine Learning Foundations and Applications
• Publisher: Jarrel E.
• Publication Date: 2025
• Language: English
• ISBN 13: 9798231376452
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Master the algorithms powering today's AI revolution. This practical guide breaks down the foundations of machine learning into clear, structured lessons-covering supervised learning, unsupervised learning, and reinforcement learning.

Whether you're a student, developer, or data professional, you'll learn how real-world models like linear regression, neural networks, support vector machines, PCA, and Q-learning actually work-mathematically and computationally.

This book blends theory with implementation, offering step-by-step explanations, intuitive insights, and practical tools for applying machine learning in business, research, and product development.

If you're serious about learning machine learning, this is the book that takes you from first principles to advanced concepts-with clarity, depth, and purpose.

About the Author

E. Jarrel is a college teacher who teaches computer programming courses . He has been writing programs since he was 15 years old. Jarrel currently focuses on writing software that addresses inefficiencies in education and brings the benefits of open source software to the field of education. In his spare time he enjoys climbing mountains and spending time with his family.