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.

Pytorch Deep Learning By Example

Pytorch Deep Learning By Example

Artificial Intelligence (AI), Machine Learning especially Deep Learning has made tremendous progress in recent years. It starts to spread to all industries. Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning trai…

Recommended by the experts and mentors at MentorCruise.

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.

Inside Deep Learning: Math, Algorithms, Models

Inside Deep Learning: Math, Algorithms, Models

It demystifies complex deep learning concepts and teaches you to understand the vocabulary of deep learning so you can keep pace in a rapidly evolving field. No detail is skipped—you'll dive into math, theory, and practical applications.

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.

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.

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.

Additional PyTorch Reading

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

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.

Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD

Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With …

Recommended by the experts and mentors at MentorCruise.

PyTorch Computer Vision Cookbook

PyTorch Computer Vision Cookbook

This book enables you to solve the trickiest of problems in computer vision using deep learning algorithms and techniques. You will learn to use several different algorithms for different CV problems such as classification, detection, segmentation, and more using Pytorch.

Recommended by the experts and mentors at MentorCruise.

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.

PyTorch Pocket Reference: Building and Deploying Deep Learning Models

PyTorch Pocket Reference: Building and Deploying Deep Learning Models

This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching …

Recommended by the experts and mentors at MentorCruise.

The Deep Learning with PyTorch Workshop: Build deep neural networks and artificial intelligence applications with PyTorch

The Deep Learning with PyTorch Workshop: Build deep neural networks and artificial intelligence applications with PyTorch

Want to get to grips with one of the most popular machine learning libraries for deep learning? The Deep Learning with PyTorch Workshop will help you do just that, jumpstarting your knowledge of using PyTorch for deep learning even if you're starting from scratch.

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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