Sebastian Raschka,YuxiLiu,Vahid Mirjalili,Dmytro Dzhulgakov
Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
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Excellent- More about Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch, covering frameworks, models, and techniques. It includes a free eBook in PDF format and is written for developers and data scientists who want to create practical applications.
Format: Paperback / softback
Length: 770 pages
Publication date: 25 February 2022
Publisher: Packt Publishing Limited
Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer, data scientist, or machine learning enthusiast.
Whether you're new to machine learning or have some experience, this book will help you take your skills to the next level. With its clear and concise language, it's easy to follow along and understand the concepts. And with its extensive examples and exercises, you'll have plenty of opportunities to practice what you've learned.
So if you're ready to dive into the world of machine learning with PyTorch, this is the book for you. Don't wait any longer - start learning today!
Weight: 1432g
Dimension: 191 x 235 x 46 (mm)
ISBN-13: 9781801819312
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