Demystify AI Decisions and Master Interpretability and Explainability Today
Key Features
● Master Interpretability and Explainability in ML, Deep Learning, Transformers, and LLMs
● Implement XAI tec……続きを見る
Demystify AI Decisions and Master Interpretability and Explainability Today
Key Features
● Master Interpretability and Explainability in ML, Deep Learning, Transformers, and LLMs
● Implement XAI tec……続きを見る
Demystify AI Decisions and Master Interpretability and Explainability Today
Book Description
Interpretability in AI/ML refers to the ability to understand and explain how a model arrives at its pred……続きを見る
Gone are the days when lottery players were forced to rely on sheer luck and gut instinct when choosing their numbers. Today, with the rise of artificial intelligence (AI), it is possible to use adv……続きを見る
GET YOUR HEAD OUT OF THE CLOUD... JUST NOT YOUR BUSINESS!
If you're still thinking about cloud computing as an abstract technology buzzword-think again! Cloud computing is an indispensable BUSINESS ……続きを見る
AI for Knowledge explores the question of whether artificial intelligence (AI) is transforming knowledge access and creation for the good. AI is accelerating our access to knowledge through search, ……続きを見る
After many years during which it languished in relative obscurity, in remote classrooms of computer science departments and in small prototype projects for tech companies, artificial intelligence (A……続きを見る
This book is an in-depth exploration of brain networks, providing a comprehensive understanding of their structures, functions, and implications for personalization through artificial intelligence. ……続きを見る
This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial in……続きを見る
This book is a foundational guide to graph representation learning, including state-of-the art advances, and introduces the highly successful graph neural network (GNN) formalism.
Graph-structured d……続きを見る
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and……続きを見る
Text production has many applications. It is used, for instance, to generate dialogue turns from dialogue moves, verbalise the content of knowledge bases, or generate English sentences from rich lin……続きを見る
This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial in……続きを見る
This is a primer written for computer architects in the new and rapidly evolving field of deep learning. It reviews how machine learning has evolved since its inception in the 1960s and tracks the k……続きを見る
Data-driven experimental analysis has become the main evaluation tool of Natural Language Processing (NLP) algorithms. In fact, in the last decade, it has become rare to see an NLP paper, particular……続きを見る
This book provides a comprehensive introduction to the basic concepts, models, and applications of graph neural networks. It starts with the introduction of the vanilla GNN model. Then several varia……続きを見る
Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sp……続きを見る
Taking a broad, multidisciplinary approach to the ethical, legal, and practical dimensions of developing AI, the book puts key issues such as bias, transparency, accountability, and privacy at cente……続きを見る
This book addresses the challenges posed by adopting and developing new AI technologies and how they impact people. Ethics, the scope, and the impact of technology on people are vital. The book star……続きを見る
An authoritative and accessible one-stop resource, the first edition of An Introduction to Artificial Intelligence presented one of the first comprehensive examinations of AI. Designed to provide an……続きを見る
Diagnosis through images, robot surgeons, digital twins, and the metaverse are some of the applications in which artificial intelligence (AI) is involved. It is an almost sci-fi world that touches u……続きを見る
¿Te has puesto a pensar alguna vez cómo es que tu teléfono móvil entiende lo que dices, o cómo una app acierta al sugerirte una película, o incluso cómo un coche se maneja solo?
La inteligencia arti……続きを見る
Cyberspace is the ultimate realm of endless possibilities, where the physical borders of our world no longer exist. It is a place where you can escape from reality and enter in a virtual world limit……続きを見る
This book proposes practical application paradigms for deep neural networks, aiming to establish best practices for real-world implementation.
Over the past decade, deep neural networks have made si……続きを見る
Master AI application development with practical no-code tools and clear guidance. Learn neural networks, decision trees, transfer learning, and use ChatGPT and DALL-E APIs effectively.Key FeaturesC……続きを見る
Chat-GPT, humanoid robotics, and self-driving cars are just a few of the things that are changing our everyday lives. The rapid advancement of AI is eroding one by one all the cornerstones considere……続きを見る
This book provides a comprehensive overview of the concept of digital twins, emphasising its strategic importance across various commercial domains. This book covers the fundamentals, data requireme……続きを見る
Mathematical Foundations for Deep Learning bridges the gap between theoretical mathematics and practical applications in artificial intelligence (AI). This guide delves into the fundamental mathemat……続きを見る
Two of the most crucial issues facing humanity in the contemporary world are artificial intelligence and armed conflict. This book tackles them both, bringing them into conversation with one another……続きを見る
Can machines think? This troubling question, posed by Alan Turing in 1950, has perhaps been answered: today we can converse with a computer without being able to distinguish it from a person.
Machin……続きを見る
