Описание: Machine Learning is an integral tool in a business analyst`s arsenal because the rate at which data is being generated from different sources is increasing and working on complex unstructured data is becoming inevitable.
Автор: Paul H.C. Eilers, Brian D. Marx Название: Practical Smoothing: The Joys of P-splines ISBN: 1108482953 ISBN-13(EAN): 9781108482950 Издательство: Cambridge Academ Рейтинг: Цена: 8554.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.
Автор: Tim Roughgarden Название: Beyond the Worst-Case Analysis of Algorithms ISBN: 1108494315 ISBN-13(EAN): 9781108494311 Издательство: Cambridge Academ Рейтинг: Цена: 9187.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are significant gaps between empirical performance and prediction based on traditional worst-case analysis. The book introduces exciting new methods for assessing algorithm performance.
Автор: Ceja, Enrique Garcia Название: Behavior analysis with machine learning using r ISBN: 1032067047 ISBN-13(EAN): 9781032067049 Издательство: Taylor&Francis Рейтинг: Цена: 12707.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records.
Автор: Prost, Gary L. Название: Remote Sensing for Geoscientists, 3 ed. ISBN: 0367867575 ISBN-13(EAN): 9780367867577 Издательство: Taylor&Francis Рейтинг: Цена: 12554.00 р. Наличие на складе: Нет в наличии.
Описание: This book is an updated and expanded version of the existing text that explains what remote sensing is and how to use it in the earth sciences. It serves as a how-to guide and reference for those requiring remote sensing to assist with geologic mapping, landform analysis, petroleum and mineral exploration, groundwater development, civil engineer
Автор: Zhang, Tong (hong Kong University Of Science And Technology) Название: Mathematical analysis of machine learning algorithms ISBN: 1009098381 ISBN-13(EAN): 9781009098380 Издательство: Cambridge Academ Рейтинг: Цена: 7126.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The mathematical theory of machine learning not only explains the current algorithms but can also motivate principled approaches for the future. This self-contained textbook introduces students and researchers of AI to the main mathematical techniques used to analyze machine learning algorithms, with motivations and applications. Topics covered include the analysis of supervised learning algorithms in the iid setting, the analysis of neural networks (e.g. neural tangent kernel and mean-field analysis), and the analysis of machine learning algorithms in the sequential decision setting (e.g. online learning, bandit problems, and reinforcement learning). Students will learn the basic mathematical tools used in the theoretical analysis of these machine learning problems and how to apply them to the analysis of various concrete algorithms. This textbook is perfect for readers who have some background knowledge of basic machine learning methods, but want to gain sufficient technical knowledge to understand research papers in theoretical machine learning.
Описание: The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. This book provides insights into the basic science involved in processing, analysing, and utilising all aspects of advanced computational intelligence in medical decision-making based on medical imaging.
Автор: Nayak,Soumya Ranjan Название: Intelligent Fractal-Based Image Analysis ISBN: 0443184682 ISBN-13(EAN): 9780443184680 Издательство: Elsevier Science Рейтинг: Цена: 20717.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
