Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python - Marjane Mall - Image 1
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Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python

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Livraison entre le Jeudi 16 juillet 2026 et le Vendredi 17 juillet 2026

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Marque : GENERIC
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This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch's simple to code framework.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanat...

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Description produit

Marque
GENERIC
Titre principal
Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
Editeur
Packt Publishing
Type de produit
paperback
Présentation du livre
paperback
Release date
2/25/2022 12:00:00 AM
Langue d'origine
English
ISBN
1801819319
Dimensions
7.5 x 1.75 x 9.25 inches
Nombre de pages de livre
770 pages
Langue - Librairie
English
Résumé
This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch's simple to code framework.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice of Python machine learningFully updated and expanded to cover PyTorch, transformers, XGBoost, graph neural networks, and best practicesBook DescriptionMachine 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 new to machine learning or want to deepen your knowledge of the latest developments.What you will learnExplore frameworks, models, and techniques for machines to 'learn' from dataUse sciki
Auteur(s)
Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili
Date de parution
2/25/2022 12:00:00 AM