Price: $29.99
(as of Dec 16,2024 04:46:50 UTC – Details)
ASIN : B0DJ6YTN63
Publication date : September 28, 2024
Language : English
File size : 2516 KB
Simultaneous device usage : Unlimited
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 96 pages
Deep Learning with Pytorch: A Comprehensive Guide to Building, Training, and Deploying Advanced Neural Networks for Real-World Applications
In recent years, deep learning has emerged as a powerful tool for solving complex problems in various fields such as computer vision, natural language processing, and speech recognition. Pytorch, an open-source machine learning library developed by Facebook, has become one of the most popular frameworks for building and training deep neural networks.
This comprehensive guide will take you through the fundamentals of deep learning with Pytorch, from building your first neural network to deploying advanced models for real-world applications. We will cover topics such as:
– Understanding the basics of neural networks and deep learning
– Building and training convolutional neural networks (CNNs) for image recognition
– Implementing recurrent neural networks (RNNs) for sequence prediction tasks
– Fine-tuning pre-trained models for transfer learning
– Deploying models using Pytorch’s deployment options such as TorchServe
Whether you are a beginner looking to get started with deep learning or an experienced practitioner looking to enhance your skills, this guide will provide you with the knowledge and tools you need to build, train, and deploy advanced neural networks for real-world applications using Pytorch. Stay tuned for more updates and in-depth tutorials on deep learning with Pytorch!
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