Deep Learning with PyTorch

Deep Learning with PyTorch is a book that teaches how to implement deep learning algorithms with Python and PyTorch. It takes you through a case study of building an algorithm capable of detecting malignant lung tumors using CT scans, and demonstrates how effective and fun PyTorch can be. The book is written for developers with some knowledge of Python and basic linear algebra skills, and some understanding of deep learning will be helpful. PyTorch is a machine learning framework with a strong focus on deep neural networks, and performs exceptionally well on readily-available hardware and scales easily to larger systems.

\n Format: Paperback / softback
\n Length: 520 pages
\n Publication date: 31 March 2021
\n Publisher: Manning Publications
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Deep learning has revolutionized various fields, from medical imaging to credit card fraud detection, and long-range weather forecasting. PyTorch, a powerful Python framework, empowers developers to harness these superpowers with ease. In Deep Learning with PyTorch, authors Eli Stevens and Luca Antiga guide you through a captivating case study of building an algorithm for detecting malignant lung tumors using CT scans. This comprehensive book covers essential topics such as the PyTorch tensor API, automatic differentiation, training deep neural networks, monitoring training, and visualizing results. Whether you're a developer with Python knowledge or basic linear algebra skills, this book will help you unlock the potential of deep learning. PyTorch, renowned for its GPU-based acceleration, excels on readily available hardware and scales effortlessly to larger systems. With its focus on deep neural networks, PyTorch has become a popular choice among researchers and industry professionals. By following the step-by-step instructions in this book, you'll gain practical experience and develop the skills needed to implement deep learning algorithms with PyTorch. So, whether you're interested in improving healthcare or advancing your career in AI, Deep Learning with PyTorch is the perfect guide to get you started on your journey.

\n Weight: 958g\n
Dimension: 187 x 235 x 32 (mm)\n
ISBN-13: 9781617295263\n \n