Chandramouli Subramanian – författare

Machine Learning introduces readers to the area of machine learning in an extremely easy to read and understand manner. Through numerous worked-out problems, diagrams and notes, the text makes this challenging subject easy to assimilate. The text starts with a simple introduction to the concepts of machine learning and expands it by delving into the details of diff erent learning algorithms by using sample.

Design thinking, a human-centered approach to innovation, is not just a theoretical concept but a practical process that can be applied to a wide range of challenges in various domains. This book aims to provide a comprehensive and practical introduction to design thinking, its methods, tools, and applications. It covers the theoretical foundations, the core phases, and the fundamental principles of design thinking. It also showcases how design thinking can be applied to different contexts, such as engineering, business, education, healthcare, and social innovation. It includes numerous case studies and examples of design thinking in action, as well as exercises and activities to help readers practice and master design thinking skills. Salient features: Ideal for all undergraduate and postgraduate courses on Design Thinking;Includes over 70 Design Visualization questions and solutions.

This book aims to guide readers through the core principles, methodologies, architectures, and applications of AI, beginning with classical symbolic AI and progressing towards modern data‑driven and learning‑based approaches. Rather than treating AI as a collection of isolated techniques, this text presents it as an integrated discipline built on knowledge representation, reasoning, search, planning, learning, and intelligent decision‑making.

Artificial intelligence (AI) is a fundamental part of our daily lives, transforming industries, reshaping jobs, and redefining how we interact with technology. From the personalized recommendations on our phones to the intricate systems that power autonomous vehicles, AI is the invisible force driving innovation. This book seeks to demystify this powerful field for undergraduate students. It is a clear, accessible, and comprehensive guide that not only covers the theoretical underpinnings of AI but also connects them to real-world applications. The book reflects the latest advancements, including the rise of Generative AI and the critical skill of Prompt Engineering. Whether you are a student, a teacher, a manager, an entrepreneur, or a social innovator, this book will help you develop your creative confidence and competence and enable you to create positive change in the world.