Top PyTorch books curated by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we have connected and asked dozens of experts and professionals about their favouritePyTorch books – and here are the answers.

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Top PyTorch books recommended by experts
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Fundamentals of PyTorch

Understanding the concepts of PyTorch starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

Deep Learning with PyTorch

Deep Learning with PyTorch

Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation

Recommended by the experts and mentors at MentorCruise.

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Causal methods present unique challenges compared to traditional machine learning and statistics. Learning causality can be challenging, but it offers distinct advantages that elude a purely statistical mindset. Causal Inference and Discovery in Python helps you unlock the potential of causality…

Recommended by the experts and mentors at MentorCruise.

PyTorch Recipes: A Problem-Solution Approach

PyTorch Recipes: A Problem-Solution Approach

Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a look at probability distributions using PyTorch and get acquainted with its concepts.

Recommended by the experts and mentors at MentorCruise.

Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools

Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools

“Deep Learning with PyTorch” by Eli Stevens, Luca Antiga, Thomas Viehmann: This book provides a hands-on approach to learning deep learning and PyTorch. It covers the basics of deep learning and PyTorch, and provides hands-on examples of implementing various deep learning models using PyTorch.

Recommended by the experts and mentors at MentorCruise.

Deep Learning with PyTorch Quick Start Guide

Deep Learning with PyTorch Quick Start Guide

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 introdu…

Recommended by the experts and mentors at MentorCruise.

Natural Language Processing with PyTorch

Natural Language Processing with PyTorch

Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If youâ??re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to a…

Recommended by the experts and mentors at MentorCruise.

Additional PyTorch Reading

These books are not required for you to learn PyTorch, but they are highly recommended for you to deepen your knowledge.

Make Your First GAN With PyTorch

Make Your First GAN With PyTorch

A gentle introduction to Generative Adversarial Networks, and a practical step-by-step tutorial on making your own with PyTorch. This beginner-friendly guide will give you hands-on experience: learning PyTorch basics. developing your first PyTorch neural network.

Recommended by the experts and mentors at MentorCruise.

Hands-On Generative Adversarial Networks with PyTorch 1.x

Hands-On Generative Adversarial Networks with PyTorch 1.x

With continuously evolving research and development, Generative Adversarial Networks (GANs) are the next big thing in the field of deep learning. This book highlights the key improvements in GANs over generative models and guides in making the best out of GANs with the help of hands-on examples.…

Recommended by the experts and mentors at MentorCruise.

Deep Learning with PyTorch: Guide for Beginners and Intermediate

Deep Learning with PyTorch: Guide for Beginners and Intermediate

This book is an exploration of deep learning in Python using PyTorch. The author guides you on how to create neural network models using PyTorch in Python. You will know the initial steps of getting started with PyTorch in Python. This involves installing PyTorch and writing your first code. PyT…

Recommended by the experts and mentors at MentorCruise.

Accelerate Model Training with PyTorch 2.X: Build more accurate models by boosting the model training process

Accelerate Model Training with PyTorch 2.X: Build more accurate models by boosting the model training process

This book, written by an HPC expert with over 25 years of experience, guides you through enhancing model training performance using PyTorch. Here you'll learn how model complexity impacts training time and discover performance tuning levels to expedite the process, as well as utilize PyTorch fea…

Recommended by the experts and mentors at MentorCruise.

Math and Architectures of Deep Learning

Math and Architectures of Deep Learning

Math and Architectures of Deep Learning teaches the math, theory, and programming principles of deep learning models laid out side by side, and then puts them into practice with well-annotated Python code.

Recommended by the experts and mentors at MentorCruise.

Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms

Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms

We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But decipheri…

Recommended by the experts and mentors at MentorCruise.

Specializations and Deeper PyTorch Knowledge

You've got your basics in order – time to move on to some advanced and specialized concepts. PyTorch is evolving every day, these books can help you master it.

Mastering PyTorch: Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond

Mastering PyTorch: Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond

PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models.
You’ll build convolutional neural networks for image c…

Recommended by the experts and mentors at MentorCruise.

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