Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman Название: The Elements of Statistical Learning ISBN: 0387848576 ISBN-13(EAN): 9780387848570 Издательство: Springer Рейтинг: Цена: 69870.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.
Название: Handbook of iot and big data ISBN: 0367780194 ISBN-13(EAN): 9780367780197 Издательство: Taylor&Francis Рейтинг: Цена: 54090.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This multi-contributed handbook will contain chapters covering IoT and Big Data, as well as case studies. The book will play a key role for the reader to understand the current scenario and growing paradigm.
Автор: Papp Stefan, Weidinger Wolfgang, Munro Katherine Название: The Handbook of Data Science and AI: Generate Value from Data with Machine Learning and Data Analytics ISBN: 1569908869 ISBN-13(EAN): 9781569908860 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 50150.00 T Наличие на складе: Нет в наличии. Описание: Data Science, Big Data, and Artificial Intelligence are currently some of the most talked-about concepts in industry, government, and society, and yet also the most misunderstood. This book will clarify these concepts and provide you with practical knowledge to apply them. Featuring:- A comprehensive overview of the various fields of application of data science- Case studies from practice to make the described concepts tangible- Practical examples to help you carry out simple data analysis projectsThe book approaches the topic of data science from several sides. Crucially, it will show you how to build data platforms and apply data science tools and methods. Along the way, it will help you understand - and explain to various stakeholders - how to generate value from these techniques, such as applying data science to help organizations make faster decisions, reduce costs, and open up new markets. Furthermore, it will bring fundamental concepts related to data science to life, including statistics, mathematics, and legal considerations. Finally, the book outlines practical case studies that illustrate how knowledge generated from data is changing various industries over the long term. Contains these current issues:- Mathematics basics: Mathematics for Machine Learning to help you understand and utilize various ML algorithms.- Machine Learning: From statistical to neural and from Transformers and GPT-3 to AutoML, we introduce common frameworks for applying ML in practice- Natural Language Processing: Tools and techniques for gaining insights from text data and developing language technologies- Computer vision: How can we gain insights from images and videos with data science?- Modeling and Simulation: Model the behavior of complex systems, such as the spread of COVID-19, and do a What-If analysis covering different scenarios.- ML and AI in production: How to turn experimentation into a working data science product?- Presenting your results: Essential presentation techniques for data scientistsContributors: Stefan Papp / Wolfgang Weidinger / Katherine Munro / Bernhard Ortner / Annalisa Cadonna / Georg Langs / Roxane Licandro / Mario Meir-Huber / Danko Nikoli? / Zoltan Toth / Barbora Vesela / Rania Wazir / G?nther Zauner
Автор: Patel, Archana Название: Handbook of Data Science with Semantic Technologies ISBN: 1032316624 ISBN-13(EAN): 9781032316628 Издательство: Taylor&Francis Рейтинг: Цена: 285830.00 T Наличие на складе: Нет в наличии.
Автор: Shahriar Akter Название: Handbook of Big Data Research Methods ISBN: 1800888546 ISBN-13(EAN): 9781800888548 Издательство: Edward Elgar Publishers Рейтинг: Цена: 253440.00 T Наличие на складе: Поставка под заказ. Описание: Constituting a major contribution to literature on the EU, this comprehensive Companion analyses the structure and value of the EU, capturing the normality of its politics alongside crises and political breakdown.
Автор: Dash Sujata, Tripathy B. K., Rahman Atta Ur Название: Handbook of Research on Modeling, Analysis, and Application of Nature-Inspired Metaheuristic Algorithms ISBN: 1522528571 ISBN-13(EAN): 9781522528579 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 257790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The digital age is ripe with emerging advances and applications in technological innovations. Mimicking the structure of complex systems in nature can provide new ideas on how to organize mechanical and personal systems.The Handbook of Research on Modeling, Analysis, and Application of Nature-Inspired Metaheuristic Algorithms is an essential scholarly resource on current algorithms that have been inspired by the natural world. Featuring coverage on diverse topics such as cellular automata, simulated annealing, genetic programming, and differential evolution, this reference publication is ideal for scientists, biological engineers, academics, students, and researchers that are interested in discovering what models from nature influence the current technology-centric world.
Автор: Choo Kim-Kwang Raymond, Dehghantanha Ali Название: Handbook of Big Data Privacy ISBN: 3030385590 ISBN-13(EAN): 9783030385590 Издательство: Springer Цена: 167700.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This handbook provides comprehensive knowledge and includes an overview of the current state-of-the-art of Big Data Privacy, with chapters written by international world leaders from academia and industry working in this field.
Автор: David Buil-Gil, Laura Huey Название: Crime Data Handbook ISBN: 152923204X ISBN-13(EAN): 9781529232042 Издательство: Marston Book Services Рейтинг: Цена: 39590.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Crime research has grown substantially over the past decade, with a rise in evidence-informed approaches to criminal justice, statistics-driven decision-making and predictive analytics. The fuel that has driven this growth is data – and one of its most pressing challenges - is the lack of research on the use and interpretation of data sources. This accessible, engaging book closes that gap for researchers, practitioners and students. International researchers and crime analysts discuss the strengths, perils and opportunities of the data sources and tools now available and their best use in informing sound public policy and criminal justice practice.
Автор: Aidan G. C. Wright, Michael N. Hallquist Название: The Cambridge Handbook of Research Methods in Clinical Psychology ISBN: 1107189845 ISBN-13(EAN): 9781107189843 Издательство: Cambridge Academ Рейтинг: Цена: 193250.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This Handbook provides an overview and guide for state-of-the-art research methods in clinical psychological science. It is the ideal resource for clinical psychologists, graduate students studying clinical psychology, and practitioners or researchers in allied disciplines including psychiatry and social work.
Автор: Alastair Roy, Dawn Mannay, Helen Kara Название: Handbook of Creative Data Analysis ISBN: 1447369564 ISBN-13(EAN): 9781447369561 Издательство: Marston Book Services Рейтинг: Цена: 165000.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: • The first book on creative data analysis • Covers the analysis of qualitative and quantitative data • Considers the strengths and limitations of each method, and shows their applications and adaptations to other settings
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