DEEP LEARNING WITH PYTORCH: Master the Construction of Modern Neural Networks with Practicality and Efficiency (mastertech) - Softcover

Inhaltsangabe

DEEP LEARNING WITH PYTORCH: Master the Construction of Modern Neural Networks with Practicality and Efficiency – 2024 Edition, a comprehensive guide to elevate your artificial intelligence skills. Written by Diego Rodrigues, an international author with over 180 titles published in six languages, this book bridges the gap between theory and practice for creating innovative solutions with PyTorch, one of the most advanced deep learning libraries in the world.

Whether you are a beginner or an experienced professional, this book provides a structured approach, from basics to advanced techniques, to apply Deep Learning efficiently and robustly. From tensor manipulation to the development of CNNs, RNNs, and Transformer architectures, you will find practical exercises and real-world applications that will help you solve modern-day problems.

You will learn to:

• Build custom neural networks and implement them with PyTorch.
• Use advanced features such as distributed processing and GPU acceleration.
• Apply Deep Learning to computer vision, NLP, and other critical areas.
• Adopt best practices for data preprocessing, model validation, and optimization.

The content includes applied case studies and practical examples optimized for cloud platforms like AWS and Google Cloud, offering a holistic view of implementing solutions with PyTorch.

If you are ready to transform ideas into technological innovations, DEEP LEARNING WITH PYTORCH is the ultimate resource to shape the future with artificial intelligence.

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