Top Deep Learning 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 favouriteDeep Learning books – and here are the answers.

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Top Deep Learning books recommended by experts
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Fundamentals of Deep Learning

Understanding the concepts of Deep Learning 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.

The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

At 100 pages (or a little more), the book is short enough to read in a single sitting. Yet, despite its length, it covers all the major machine learning approaches, ranging from classical linear and logistic regression, through to modern support vector machines, deep learning, boosting, and rand…

Recommended by the experts and mentors at MentorCruise.

Generative Deep Learning

Generative Deep Learning

A generative model is a type of machine learning model that aims to learn the underlying patterns or distributions of data in order to generate new, similar data. In essence, it's like teaching a computer to dream up its own data based on what it has seen before.

Recommended by the experts and mentors at MentorCruise.

Deep Learning

Deep Learning

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”

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.

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

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

Deep learning is a powerful AI approach that uses multi-layered artificial neural networks to deliver state-of-the-art accuracy in tasks such as object detection, speech recognition, and language translation.

Recommended by the experts and mentors at MentorCruise.

Deep Learning from Scratch: Building with Python from First Principles

Deep Learning from Scratch: Building with Python from First Principles

This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. Youâ?? ll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way.

Recommended by the experts and mentors at MentorCruise.

Additional Deep Learning Reading

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

Deep Learning with Python

Deep Learning with Python

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples.

Recommended by the experts and mentors at MentorCruise.

Deep Learning: Foundations and Concepts

Deep Learning: Foundations and Concepts

This book offers a comprehensive introduction to the central ideas that underpin deep learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book e…

Recommended by the experts and mentors at MentorCruise.

Artificial Intelligence: A Guide for Thinking Humans

Artificial Intelligence: A Guide for Thinking Humans

Artificial Intelligence: A Guide for Thinking Humans provides readers with an accessible, entertaining, and clear-eyed view of the AI landscape, what the field has actually accomplished, how much further it has to go, and what it means for all of our futures.

Recommended by the experts and mentors at MentorCruise.

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