An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerge……続きを見る
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.
Standard machine learning techniques require large amou……続きを見る
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.
Reinforcement learning, one of t……続きを見る
Adopting an experimental learning approach, this book describes a practical forensic process to acquire and analyze databases from a given device and/or application. Databases hold important, sensit……続きを見る
Learn all the features and best practices of FastAPI to build, deploy, and monitor powerful data science and AI apps, like object detection or image generation. Purchase of the print or Kindle book ……続きを見る
Stories from the future of intelligent machinesーfrom rescue drones to robot spousesーand accounts of cutting-edge research that could make it all possible.
Tech prognosticators promised us robotsー……続きを見る
**NEW YORK TIMES BESTSELLER • An urgent warning of the unprecedented risks that AI and other fast-developing technologies pose to global order, and how we might contain them while we have the chance……続きを見る
All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook……続きを見る
This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including……続きを見る
This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentatio……続きを見る
The hugely influential book on how the understanding of causality revolutionized science and the world, by the pioneer of artificial intelligence
'Wonderful ... illuminating and fun to read' Daniel ……続きを見る
Build real-world artificial intelligence apps on AWS to overcome challenges faced by healthcare providers and payers, as well as pharmaceutical, life sciences research, and commercial organizations ……続きを見る
In the ever-changing realm of AI, communication is the key to unparalleled success. Mastering ChatGPT Prompt Engineering will transform AI interactions and increase your earning potential.
But here'……続きを見る
Named one of "The five best books to understand AI" by The Economist
The impact AI will have is profound, but the economic framework for understanding it is surprisingly simple.
Artificial intellige……続きを見る
The incredible book behind the primetime Channel 4 documentary, Peter: The Human Cyborg
'A remarkable account of what it means to be human and what technology can really achieve' Sunday Telegraph
'P……続きを見る
The future of AI is here.
The world is transfixed by the marvel (and possible menace) of ChatGPT and other generative AI tools. It's clear Gen AI will transform the business landscape, but when and ……続きを見る
How to empower people and communities with user-centric data ownership, transparent and accountable algorithms, and secure digital transaction systems.
Data is now central to the economy, government……続きを見る
Three of the world’s most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human societyーand what this technology means for us all……続きを見る
Explore the ever-growing world of genetic algorithms to solve search, optimization, and AI-related tasks, and improve machine learning models using Python libraries such as DEAP, scikit-learn, and N……続きを見る
Develop and deploy deep learning web apps using the TensorFlow.js library. TensorFlow.js is part of a bigger framework named TensorFlow, which has many tools that supplement it, such as TensorBoard,……続きを見る
As artificial intelligence (AI) becomes more and more woven into our everyday livesーand underpins so much of the infrastructure we rely onーthe ethical, security, and privacy implications require a……続きを見る
著者:Manish Raghavan
出版社: Association for Computing Machinery
発売日: 2023年09月08日
This book demonstrates the need for and the value of interdisciplinary research in addressing important societal challenges associated with the widespread use of algorithmic decision-making. Algorit……続きを見る
Build a solid foundation in surgical AI with this engaging, comprehensive guide for AI novices
Machine learning, neural networks, and computer vision in surgical education, practice, and research wi……続きを見る
Objective Information Theory (OIT) is proposed to represent and compute the information in a large-scale complex information system with big data in this monograph. To formally analyze, design, deve……続きを見る
Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python an……続きを見る
著者:Sumio Watanabe
出版社: Cambridge University Press
発売日: 2015年11月10日
Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to informat……続きを見る
This book explores major bioethical issues emerging from the development and use of artificial intelligence in medical settings. The authors start by defining the past, present and future of artific……続きを見る
Advances in 3D visualization and physics-based simulation technology make it possible for game developers to create compelling, visually immersive gaming environments that were only dreamed of years……続きを見る
Explore the infinite possibilities offered by Artificial Intelligence and Neural Networks
KEY FEATURES
● Covers numerous concepts, techniques, best practices and troubleshooting tips by community ex……続きを見る
Artificial Psychology (AP) is a highly multidisciplinary field of study in psychology. AP tries to solve problems which occur when psychologists do research and need a robust analysis method. Conven……続きを見る