AI Foundations and Applications with MATLAB

Introduction

This textbook provides fundamentals and practical skills on AI foundations and applications with two MATLAB programming modes. It includes twelve chapters with detailed introductions for the foundation knowledge of AI, structures, key components, and hands-on AI projects implemented in various applications in our world.

Comparison with Other Textbooks

Unlike other AI related textbooks, in which Python is used, this textbook adopts MATLAB. The Python programming mode builds AI projects with functions involving huge blocks of codes, which is a difficult task. However, in MATLAB mode, it provides two programming styles, Apps, and function library.

Features of MATLAB Mode

The Apps graphical user interface (GUIs) assist users, especially beginners, to learn and build AI projects quickly and easily with no coding lines. To address the potential code-hiding in Apps, MATLAB offers a Converting Codes function to allow users to convert those Apps to related codes, providing a clear picture of the connection between Apps and detailed coding processes. The function library enables users to build AI projects with detailed codes.

Additional Content

This textbook also includes homework questions, exercises, lab projects, and case studies.

Intended Audience

This book is designed as a textbook for advanced-level students in Computer Science or Computer Engineering. Additionally, AI engineers interested in learning and developing professional AI applications to solve real-world problems will find this book valuable.