Raschka, Sebastian
Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
- ISBN 13:
- 9781801819312
- author:
- Raschka, Sebastian
- format:
- Paperback / softback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2022
- Pages:
- 770
- Dimensions:
- 23.5 x 19.1 x 3.9 centimetres (1
- Genre:
- Science, Mathematics, General,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to building machine learning and deep learning models using Python. This book provides a solid foundation in theory and practice, covering essential techniques in depth.
Packed with clear explanations, visualizations, and examples, the book covers all the key aspects of machine learning and deep learning with PyTorch. You'll learn how to create models using popular libraries such as PyTorch Lightning and PyTorch Geometric, and discover how to generate new data with generative adversarial networks (GANs) and train intelligent agents with reinforcement learning.
This updated edition covers the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). With clear and intuitive explanations, you'll be able to build models and applications for yourself, making this book a valuable resource for anyone looking to develop their machine learning skills.
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