Mastering Deep Learning with PyTorch: A Practical Guide to Building AI Models, Neural Networks, CNNs, and Reinforcement Learning for Real-World Applications

Hayes, Wilson

/ ISBN 13: 9798305669732

Editore: Independently published, 2025

In. Codice articolo ria9798305669732_new

Riassunto:

Ready to dive into the world of artificial intelligence? Mastering Deep Learning with PyTorch: A Practical Guide is the ultimate resource for mastering deep learning using PyTorch, one of the most popular and powerful frameworks for machine learning.

Whether you’re just starting out or an experienced developer, this book will guide you through the core concepts of deep learning, including building neural networks, working with datasets, and deploying AI models in real-world applications.

What You’ll Learn:

• Build Neural Networks: Learn the fundamentals of deep learning and how to implement neural networks in PyTorch.
• Train AI Models: Gain practical skills in training machine learning models, using optimizers, and fine-tuning performance.
• Cutting-Edge Techniques: Master advanced topics like CNNs, RNNs, GANs, and reinforcement learning.
• Efficient Data Handling: Handle large datasets and train models efficiently with distributed computing and mini-batching.
• Model Deployment: Learn how to deploy your models into production for real-world use cases.

What You’ll Get:

• Real-World Applications: From image classification to NLP, this book covers practical projects that reinforce your learning.
• Hands-On Experience: Apply your knowledge with hands-on examples and projects that you can build and run on your own machine.
• Advanced Topics: Explore how to apply deep learning to real-world challenges in areas like computer vision, language processing, and AI-driven systems.

Why This Book?

• Comprehensive Approach: We guide you from basic neural network concepts to advanced architectures, all using PyTorch.
• Perfect for Beginners and Professionals: Whether you’re a novice or experienced practitioner, this book offers practical insights and techniques to help you grow.
• Up-to-Date Information: With the latest updates in PyTorch, you’ll have access to cutting-edge tools and methodologies for deep learning.

Who Should Read This Book?

• Beginners eager to learn deep learning and PyTorch.
• Developers and Data Scientists looking to enhance their skills in machine learning.
• AI Enthusiasts ready to dive deeper into modern AI applications and techniques.

Start Your AI Journey Today!

Whether you’re aiming to build powerful AI models, explore deep learning concepts, or implement them in real-world applications, Mastering Deep Learning with PyTorch is the practical guide you need to succeed.

Get your copy now and start mastering deep learning with PyTorch today!

Dati bibliografici

Titolo: Mastering Deep Learning with PyTorch: A ...
Casa editrice: Independently published
Data di pubblicazione: 2025
Legatura: Brossura
Condizione: New