ЧТО ОЗНАЧАЕТ СЛОВО MACHINE LEARNING
Машинное обучение
Машиноведение, подразделение искусственного интеллекта, касается построения и изучения систем, которые могут учиться на данных. Например, систему машинного обучения можно обучить электронным сообщениям, чтобы научиться различать сообщения о спаме и не спаме. После обучения он может затем использоваться для классификации новых сообщений электронной почты в папках со спамом и спамом. Ядро машинного обучения имеет дело с представлением и обобщением. Представление экземпляров данных и функций, оцениваемых в этих экземплярах, является частью всех систем машинного обучения. Обобщение - это свойство, которое система будет хорошо выполнять на невидимых экземплярах данных; условия, при которых это может быть гарантировано, являются ключевым объектом исследования в подполе теории вычислительного обучения. Существует множество задач машинного обучения и успешных приложений. Оптическое распознавание символов, в котором печатные символы распознаются автоматически на основе предыдущих примеров, является классическим примером машинного обучения.
Значение слова machine learning в словаре английский языка
Определение машинного обучения в словаре - это отрасль искусственного интеллекта, в которой компьютер генерирует правила, лежащие в основе или основанные на исходных данных, которые были загружены в него.
ЦИТАТЫ СО СЛОВОМ «MACHINE LEARNING»
Известные цитаты и высказывания со словом
machine learning.
Graphics has lately made a great shift towards machine learning, which itself is about understanding data.
One of the things we did at PayPal was collaborative filtering and machine learning: looking at patterns of human behavior. We used it there to predict when people would try to cheat the system to get money. But you can predict pretty much any behavior with a certain amount of accuracy.
Ultimately, I hypothesize that technology will one day be able to recreate a realistic representation of us as a result of the plethora of content we're creating converging with other advances in machine learning, robotics and large-scale data mining.
КНИГИ НА АНГЛИЙСКИЙ ЯЗЫКЕ, ИМЕЮЩЕЕ ОТНОШЕНИЕ К СЛОВУ «MACHINE LEARNING»
Поиск случаев использования слова
machine learning в следующих библиографических источниках. Книги, относящиеся к слову
machine learning, и краткие выдержки из этих книг для получения представления о контексте использования этого слова в литературе на английский языке.
1
Pattern Recognition and
Machine Learning
The field of pattern recognition has undergone substantial development over the years. This book reflects these developments while providing a grounding in the basic concepts of pattern recognition and machine learning.
Christopher M. Bishop,
2006
2
Data Mining: Practical
Machine Learning Tools and ...
This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at ...
Ian H. Witten, Eibe Frank, Mark A. Hall,
2011
3
Machine Learning: An Algorithmic Perspective
Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge.
4
Foundations of
Machine Learning
Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms.
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar,
2012
5
Bayesian Reasoning and
Machine Learning
A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.
6
Machine Learning in Action
Provides information on the concepts of machine theory, covering such topics as statistical data processing, data visualization, and forecasting.
7
Machine Learning for Hackers
Presents algorithms that enable computers to train themselves to automate tasks, focusing on specific problems such as prediction, optimization, and classification.
Drew Conway, John White,
2012
8
Building
Machine Learning Systems with Python
This is a tutorial-driven and practical, but well-grounded book showcasing good Machine Learning practices.
9
Introduction to
Machine Learning
An introductory text in machine learning that gives a unified treatment of methods based on statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining.
10
Gaussian Processes for
Machine Learning
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.
Carl Edward Rasmussen, Christopher K. I. Williams,
2006
НОВОСТИ, В КОТОРЫХ ВСТРЕЧАЕТСЯ ТЕРМИН «MACHINE LEARNING»
Здесь показано, как национальная и международная пресса использует термин
machine learning в контексте приведенных ниже новостных статей.
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