Машинное обучение

Данная книга – это комплексное учебное пособие, предоставляющее углубленное понимание и практические наработки в области цифровизации бизнес-процессов. Книга, написанная экспертом в этой области,…

Данная книга – это комплексное учебное пособие, предназначенное для глубокого погружения в мир современных цифровых технологий. Эта книга, написанная признанным экспертом в области цифровых техно…

Bayesian Statistics is the school of thought that combines prior beliefs with the likelihood of a hypothesis to arrive at posterior beliefs. The first edition of Peter Lee’s book appeared in 1989…

This book provides comprehensive coverage of 3D vision systems, from vision models and state-of-the-art algorithms to their hardware architectures for implementation on DSPs, FPGA and ASIC chips,…

Praise for the First Edition «Finally, a book devoted to dynamic programming and written using the language of operations research (OR)! This beautiful book fills a gap in the libraries of OR spe…

Dialogue management technology has developed rapidly over the years resulting in real-time applications like telephony directories, timetable enquiries, and in-car applications. However, the curr…

This book demonstrates that not only is it possible to create entities with both consciousness and conscience, but that those entities demonstrate them in ways different from our own, thereby sho…

В наше время бизнес-процессы становятся все более сложными и разнообразными, и для создания эффективной бизнес-стратегии необходимы надежные инструменты. Книга предлагает пошаговую инструкцию по …

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is …

Практическое руководство по использованию Python для решения задач машинного обучения. В книге подробно рассмотрены ключевые концепции, методы и инструменты, которые необходимы для построения эфф…

A visual approach to data mining. Data mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when faced with the task of mining a large dataset, …

В книге дается обзор современного состояния и перспектив развития исследований по машинному интеллекту. Предложен подход к созданию «сильного» искусственного интеллекта с использованием принципов…

This book explores the many provocative questions concerning the fundamentals of data analysis. It is based on the time-tested experience of one of the gurus of the subject matter. Why should one…

This book grew out of an online interactive offered through statcourse.com, and it soon became apparent to the author that the course was too limited in terms of time and length in light of the b…

Driven by advances in computer technology, engineering analysis has developed rapidly and extensively in recent times; Visualization of Fields and Applications in Engineering presents the basic t…

Pioneering work shows how using Diagrams facilitates the design of better AI systems The publication of Diagrammatic Reasoning in AI marks an important milestone for anyone seeking to design grap…

A hands-on introduction to computational statistics from a Bayesian point of view Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Underst…

Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS,…

There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by th…

* Focuses on learning patterns and knowledge from data generated by mobile users and mobile technology. * Covers research and application issues in applying computational intelligence application…