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Viser: Python Deep Learning - Exploring Deep Learning Techniques and Neural Network Architectures with PyTorch
Python Deep Learning
Exploring Deep Learning Techniques and Neural Network Architectures with PyTorch
Ivan Vasilev
(2023)
Sprog: Engelsk
Detaljer om varen
- 394 sider
- Udgiver: Packt Publishing, Limited (November 2023)
- ISBN: 9781837638505
- Understand the theory, mathematical foundations and structure of deep neural networks
- Become familiar with transformers, large language models, and convolutional networks
- Learn how to apply them to various computer vision and natural language processing problems
- Purchase of the print or Kindle book includes a free PDF eBook
- Establish theoretical foundations of deep neural networks
- Understand convolutional networks and apply them in computer vision applications
- Become well versed with natural language processing and recurrent networks
- Explore the attention mechanism and transformers
- Apply transformers and large language models for natural language and computer vision
- Implement coding examples with PyTorch, Keras, and Hugging Face Transformers
- Use MLOps to develop and deploy neural network models
This book is for software developers/engineers, students, data scientists, data analysts, machine learning engineers, statisticians, and anyone interested in deep learning. Prior experience with Python programming is a prerequisite.