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.

Grokking Deep Learning

Grokking Deep Learning

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

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.

Neural Networks and Deep Learning: A Textbook

Neural Networks and Deep Learning: A Textbook

The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applications.

Recommended by the experts and mentors at MentorCruise.

Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence

Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence

Deep Learning Illustrated is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn.

Recommended by the experts and mentors at MentorCruise.

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.

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.

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: 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.

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.

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