Machine Learning with PyTorch and Scikit-Learn

Develop machine learning and deep learning models with Python



Bookstore > Books > Machine Learning with PyTorch and Scikit-Learn

Price$40.00 - $46.79
Rating
AuthorsSebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili
PublisherPackt Publishing
Published2022
Pages770
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101801819319
ISBN-139781801819312
EBook Hardcover Paperback

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 new to machine learning or want to deepen your knowledge of the latest developments.


  1. (3 books)
  2. (2 books)
  3. (2 books)


5 5 46

Similar Books


Deep Learning with TensorFlow and Keras, 3rd Edition

Deep Learning with TensorFlow and Keras, 3rd Edition

by Amita Kapoor, Antonio Gulli, Sujit Pal

Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available.TensorFlow 2.x focuses on simplicity and ease of use, with updates like eag...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Hands-on Machine Learning with Python

Hands-on Machine Learning with Python

by Ashwin Pajankar, Aditya Joshi

Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It als...

Price:  $38.06  |  Publisher:  Apress  |  Release:  2022

Next-Generation Machine Learning with Spark

Next-Generation Machine Learning with Spark

by Butch Quinto

Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications.The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry.Next-Generation Machine...

Price:  $26.41  |  Publisher:  Apress  |  Release:  2020

Deep Learning with Python

Deep Learning with Python

by Nihkil Ketkar

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

Practical AI for Healthcare Professionals

Practical AI for Healthcare Professionals

by Abhinav Suri

Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to...

Price:  $41.49  |  Publisher:  Apress  |  Release:  2022

Deep Learning with PyTorch Quick Start Guide

Deep Learning with PyTorch Quick Start Guide

by David Julian

PyTorch is extremely powerful and yet easy to learn. It provides advanced features, such as supporting multiprocessor, distributed, and parallel computation. This book is an excellent entry point for those wanting to explore deep learning with PyTorch to harness its power.This book will introduce you to the PyTorch deep learning library a...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2018

Deep Learning with Applications Using Python

Deep Learning with Applications Using Python

by Navin Kumar Manaswi

Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Appli...

Price:  $39.99  |  Publisher:  Apress  |  Release:  2018

Deep Learning with PyTorch

Deep Learning with PyTorch

by Eli Stevens, Luca Antiga, Thomas Viehmann

Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you - and your d...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2020