Artículos relacionados a Machine Learning: The Basics (Machine Learning: Foundations,...
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications) - Tapa dura
Sinopsis
Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.
The book's three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. As a case in point, techniques for regularization, privacy-preservation as well as explainability amount to specific design choices for the model, data, and loss of a ML method.
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Alexander Jung is Assistant Professor of Machine Learning at the Department of Computer Science, Aalto University where he leads the research group "Machine Learning for Big Data". His courses on machine learning, artificial intelligence, and convex optimization are among the most popular courses offered at Aalto University. He received a Best Student Paper Award at the premium signal processing conference IEEE ICASSP in 2011, an Amazon Web Services Machine Learning Award in 2018, and was elected as Teacher of the Year by the Department of Computer Science in 2018. He serves as an Associate Editor for the IEEE Signal Processing Letters.
De la contraportada
Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.
The book's three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. As a case in point, techniques for regularization, privacy-preservation as well as explainability amount tospecific design choices for the model, data, and loss of a ML method.
"Sobre este título" puede pertenecer a otra edición de este libro.
Comprar nuevo
Ver este artículo
EUR 33,63
EUR 3,43 gastos de envío en Estados Unidos de America
Destinos, gastos y plazos de envíoOtras ediciones populares con el mismo título
Resultados de la búsqueda para Machine Learning: The Basics (Machine Learning: Foundations,...
Imagen de archivo
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Librería: HPB-Red, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
hardcover. Condición: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Nº de ref. del artículo: S_433699965
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Librería: Books From California, Simi Valley, CA, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
hardcover. Condición: Very Good. Nº de ref. del artículo: mon0003653543
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications) [Hardcover] Jung, Alexander
Librería: Academic US, Piscataway, NJ, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Brand New. Excellent Customer Service. Nº de ref. del artículo: 9789811681929
Cantidad disponible: 3 disponibles
Imagen de archivo
Jung:Machine Learning - The Basics (eng)
Impresión bajo demandaLibrería: Brook Bookstore On Demand, Napoli, NA, Italia
Calificación del vendedor: 5 de 5 estrellas
Condición: new. Questo è un articolo print on demand. Nº de ref. del artículo: POSE2SPQ59
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. 1st ed. 2022 edition NO-PA16APR2015-KAP. Nº de ref. del artículo: 26394664929
Cantidad disponible: 1 disponibles
Imagen del vendedor
Machine Learning - the Basics
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 44040820-n
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Machine Learning
Publicado por
Springer Nature Singapore, 2022
ISBN 10: 9811681929
ISBN 13: 9789811681929
Nuevo
Tapa dura
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
HRD. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: GB-9789811681929
Gastos de envío:
EUR 4,76
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning
Librería: Basi6 International, Irving, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Nº de ref. del artículo: ABEOCT25-16936
Cantidad disponible: 2 disponibles
Imagen de archivo
Machine Learning
Librería: Romtrade Corp., STERLING HEIGHTS, MI, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Nº de ref. del artículo: ABNR-29276
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Librería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 4 de 5 estrellas
Condición: New. Nº de ref. del artículo: 401712190
Gastos de envío:
EUR 7,44
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío
Cantidad disponible: 1 disponibles