Tags: Deep Learning, Machine Learning, Artificial Intelligence, Neural Networks, Computer Vision, Simon Prince, MIT Press, Data Science, Transformers, AI Research
Understanding Deep Learning by Simon J.D. Prince – 9780262048644 - Hardcover
- Type: Hardcover Book.
- Publisher: MIT Press
- Language : English
Understanding Deep Learning by Simon J.D. Prince (Hardcover, 2023) – ISBN 9780262048644
Understanding Deep Learning is a groundbreaking, accessible, and mathematically rigorous introduction to the science behind modern AI. Written by Simon J.D. Prince and published by MIT Press, this textbook combines intuition with clarity — offering students, engineers, and researchers a complete framework for understanding how deep neural networks actually work.
Product Details
- Title: Understanding Deep Learning
- Author: Simon J.D. Prince
- Publisher: MIT Press
- Publication Date: 5 December 2023
- ISBN-13: 9780262048644
- Format: Hardcover / Illustrated Textbook
- Pages: 800+
- Price: £49.99
- Availability: In Stock | Free UK & EU Shipping
Prince introduces deep learning from first principles — no hand-waving, no skipped steps. Readers learn how gradient descent, backpropagation, and modern architectures such as CNNs and Transformers function at a fundamental level. It’s a full journey through theory, math, and practice, explained with elegant illustrations and plain-English commentary.
Key Features
- Comprehensive Scope: Covers supervised, unsupervised, and generative models with clear mathematical grounding.
- Modern Architectures: Includes CNNs, RNNs, LSTMs, Transformers, and attention mechanisms.
- Mathematical Clarity: Builds understanding step-by-step using linear algebra, probability, and optimization.
- Visual Explanations: 400+ diagrams and figures help translate theory into intuition.
- Practical Focus: Designed for both academic learning and applied AI work.
Table of Contents Highlights
- Introduction to Machine Learning and Neural Networks
- Optimization and Backpropagation
- Feedforward and Convolutional Architectures
- Recurrent Networks and Sequence Models
- Generative Models and Autoencoders
- Transformers and Attention
- Evaluation, Regularization, and Generalization
- Ethics, Interpretability, and the Future of AI
Who Should Read This Book?
- Students of AI, machine learning, or computer science
- Data scientists and ML engineers seeking deeper understanding
- Researchers exploring deep learning theory
- Developers building neural network-based systems
Why Buy from BooksGoat UK?
- Best Price: £49.99 vs RRP £64.99
- Free UK & EU Shipping
- Authentic MIT Press Edition verified ISBN 9780262048644
- Eco-Friendly Packaging and fast UK dispatch
FAQs
- Is this book beginner-friendly?
- Yes — it starts with core concepts, building up gradually to advanced topics.
- Does it include coding examples?
- It focuses on theory, but includes intuitive pseudocode and mathematical derivations that complement Python implementations.
- Is it suitable for university courses?
- Yes — adopted by leading AI and computer-science programmes globally as a primary or reference text.
Final Call – Buy Now
Understanding Deep Learning is the most insightful modern textbook on neural networks and artificial intelligence. Order now from BooksGoat.co.uk for just £49.99. Free UK & EU shipping included.
