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Gunter A. PyTorch. A Comprehensive Guide to Deep Learning for Beginners...2024

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Total size: 1.36 MB
Added: 2025-03-10 23:38:58

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Description:

Textbook in PDF format PyTorch: A Comprehensive Guide to Deep Learning for Beginners – A Step-by-Step Guide is designed to demystify the world of deep learning, making it accessible to individuals with little to no programming experience. It focuses on practical implementation using PyTorch, a popular and user-friendly framework. Why This Book With a clear and concise approach, this book bridges the gap between theoretical knowledge and practical application. It goes beyond mere syntax to explain the underlying concepts intuitively, empowering readers to grasp the essence of deep learning. How is this book different Unlike other books that overwhelm beginners with complex mathematical jargon, this guide prioritizes understanding over technicalities. It offers a gentle learning curve, allowing readers to build a strong foundation before diving into advanced topics. Real-world examples and hands-on exercises reinforce learning, ensuring practical application of knowledge. What’s Inside The book covers a wide range of topics, from the basics of Python and NumPy to advanced neural network architectures and deployment strategies. It delves into computer vision, natural language processing, and other exciting applications of deep learning. Each concept is explained lucidly with practical code examples and projects. About the Reader This book is tailored for individuals eager to embark on a deep learning journey. Whether you’re a student, data enthusiast, or aspiring data scientist, this comprehensive guide will equip you with the necessary tools and knowledge. No prior expertise in machine learning or programming is required. Perception of Time In today’s fast-paced world, time is precious. This book respects your time by delivering essential information efficiently. It avoids unnecessary jargon and focuses on practical implementation, allowing you to learn and apply concepts quickly