دانلود کتاب PyTorch و راهنمای عملی برای ایجاد، آموزش و توسعه مدلهای یادگیری عمیق

Welcome to your journey into the world of deep learning with PyTorch—the most popular open-source deep learning framework! It provides a comprehensive library of tools for deep neural networks, which makes it a foundational platform for developing and training state-of-the-art deep learning models. In this preface, you’ll find out what you can expect to learn from this comprehensive guide. My goal goes beyond mere knowledge transfer. I want to empower you to use deep learning in a targeted way and fully prepare you to tackle and master the challenges and opportunities that this technology brings to the modern world. By the end of your journey through this book, you’ll have achieved not only an understanding but also a mastery of the complex tools of artificial intelligence (AI). This book is aimed at a broad target group interested in deep learning with PyTorch, including students of computer science, mathematics, and related disciplines as well as professionals who want to expand their knowledge in this area. The book is written in such a way that a beginner in machine learning can work with it, but experienced professionals can also use it to improve their skills and knowledge. The practical examples and detailed explanations will help you understand the concepts and techniques that are crucial for the development and application of deep learning. Whether you want to innovate in your field, start an academic project, or simply explore your fascination with AI, this book should be a valuable resource on your journey.