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Machine Learning with PyTorch
William Smith
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Naturwissenschaften, Medizin, Informatik, Technik / Informatik, EDV
Beschreibung
"Machine Learning with PyTorch: From Basics to Expert Proficiency" is an indispensable guide for anyone aspiring to master the art and science of machine learning using PyTorch, one of the most powerful and flexible frameworks available today. This meticulously crafted book offers a comprehensive journey through the fundamental principles and advanced techniques of machine learning. From setting up your development environment to deploying sophisticated models, every chapter is designed to build your skills progressively, ensuring a deep understanding of both theoretical concepts and practical implementations.
Whether you are a beginner taking your first steps into the world of machine learning or an experienced practitioner looking to enhance your expertise, this book addresses your needs. Key topics include essential tensor operations, neural network construction, and advanced subjects such as Convolutional and Recurrent Neural Networks, transfer learning, and model deployment. With clear explanations, hands-on examples, and best practices, "Machine Learning with PyTorch" equips you with the knowledge and tools needed to tackle real-world challenges and innovate in various domains using machine learning.
