Notes on Agent-based Applications: Era of Agent-based Applications

This book is a comprehensive guide designed to lead readers through the fascinating world of programming, machine learning, and artificial intelligence, from the very basics to cutting-edge applications. Beginning with foundational Python concepts, it gradually introduces readers to the intricacies of machine learning, neural networks, and deep learning architectures like convolutional neural networks. As the journey unfolds, the book delves into more advanced topics such as natural language understanding and the transformative power of large language models (LLMs), including modern developments like transformers and GPT models. Readers will not only learn how to implement these models but will also explore practical, agent-based applications, enabling machines to act intelligently and autonomously—writing and executing code, solving complex tasks, and interacting with APIs in dynamic environments. With a clear, structured approach and step-by-step tutorials, this book offers both beginners and experienced AI enthusiasts an accessible yet deeply insightful dive into one of the most exciting fields of technology today. Whether you're aiming to understand the basics or build real-world applications, this book provides a roadmap to mastering AI. It is always amazing to connect with my audience. Please feel free to connect with me from my personal site: https://www.y-yin.io/. Both LinkedIn and YouTube can be accessed from the personal site.