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Machine Learning for Practical Decision Making, El Morr


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Цена: 16769.00р.
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При оформлении заказа до: 2025-07-28
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Автор: El Morr
Название:  Machine Learning for Practical Decision Making
ISBN: 9783031169892
Издательство: Springer
Классификация:




ISBN-10: 3031169891
Обложка/Формат: Hardback
Страницы: 465
Вес: 0.89 кг.
Дата издания: 14.12.2022
Серия: International Series in Operations Research & Management Science
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 1 illustrations, black and white; xvii, 465 p. 1 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Business and Management
Подзаголовок: A multidisciplinary perspective with applications from healthcare, engineering and business analytics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines. The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches.
Дополнительное описание: 1. Introduction to Machine Learning.- 2. Statistics.- 3. Overview of Machine Learning Algorithms.- 4. Data Preprocessing.- 5. Data Visualization.- 6. Linear Regression.- 7. Logistic Regression.- 8. Decision Trees.- 9. Na?ve Bayes.- 10. K-Nearest Neighbors



Practical Machine Learning with H2O

Автор: Darren Cook
Название: Practical Machine Learning with H2O
ISBN: 149196460X ISBN-13(EAN): 9781491964606
Издательство: Wiley
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Цена: 6334.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.

The Emergence Paradigm in Quality Management: A Way Towards Radical Innovation

Автор: Hardjono Teun, Van Kemenade Everard
Название: The Emergence Paradigm in Quality Management: A Way Towards Radical Innovation
ISBN: 3030580954 ISBN-13(EAN): 9783030580957
Издательство: Springer
Рейтинг:
Цена: 11179.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Three paradigms, the Empirical Paradigm, the Reference Paradigm and the Reflective Paradigm, are explained followed by a search for the Fourth Paradigm, the so-called Emergence Paradigm, which presents a route to radical innovation in organizations when plans, strategies and models fail.

The Unknown Methods of Critical Thinking

Автор: Owen Dale
Название: The Unknown Methods of Critical Thinking
ISBN: 1913327078 ISBN-13(EAN): 9781913327071
Издательство: Неизвестно
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Цена: 3485.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Do you often suffer from the fear of making the wrong decision? Find that emotions get the better of you when it's time to think? Or maybe you're just looking to take your thinking skills to the next level?

If this sounds all too familiar, then this book just might be for you.

Like many people, you might often feel that your lack of ability to think and make good decisions is something that can't be changed, and criticism from others has took its toll your confidence.

But here's some good news

Whatever your weaknesses and strengths maybe, this guide will help you improve your current skills using effective practical methods and techniques that you can implement in your daily life.

Here's just a tiny fraction of what you'll discover inside:

  • The 7 Essential Critical thinking skills you will need to develop
  • The Crucial components you need to know about when it comes to Critical thinking
  • A Simple way to test your thinking ability and how you can use this to address your issues
  • The 6 Main steps you'll need to become a Critical thinker
  • Learn how to master the step by step process of decision making
  • The main reasons why you always make bad decisions
  • The 6 Most Effective ways to improve your problem-solving skills

....and much, much more

Just take a minute or two to imagine how much easier life would be if you were able to think faster and make decisions quicker.

So if you want to avoid being bombarded with complex terms and confusing advanced strategies, why not scroll up and click "Buy Now"

Practical Smoothing: The Joys of P-splines

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
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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.

Practical Decision Making

Автор: Enrique Mu; Milagros Pereyra-Rojas
Название: Practical Decision Making
ISBN: 3319683683 ISBN-13(EAN): 9783319683683
Издательство: Springer
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Цена: 7685.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book offers a simple introduction to the theory and practice of the Analytic Hierarchy Process (AHP) without a pre-requisite for a sophisticated mathematical background.

Mastering Data-Intensive Collaboration and Decision Making

Автор: Nikos Karacapilidis
Название: Mastering Data-Intensive Collaboration and Decision Making
ISBN: 3319349961 ISBN-13(EAN): 9783319349961
Издательство: Springer
Рейтинг:
Цена: 15672.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book explores the EU Dicode project, which facilitates collaboration and decision making in data-intensive and cognitively complex settings. The emphasis is on exploitation of big data, and on collaboration and issues related to sense-making support.

From Product Description to Cost: A Practical Approach

Автор: Pierre Marie Maurice Foussier
Название: From Product Description to Cost: A Practical Approach
ISBN: 1849965498 ISBN-13(EAN): 9781849965491
Издательство: Springer
Рейтинг:
Цена: 30606.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Cost estimating is a powerful tool in industry and business. Anyone involved in cost estimating will find this book extremely useful because of the real life examples, which mean they can use the information in real situations immediately.

From Product Description to Cost: A Practical Approach

Автор: Pierre Marie Maurice Foussier
Название: From Product Description to Cost: A Practical Approach
ISBN: 1849969825 ISBN-13(EAN): 9781849969826
Издательство: Springer
Рейтинг:
Цена: 15372.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Cost estimating is a powerful tool in industry and business. Anyone involved in cost estimating will find this book extremely useful because of the real life examples, which mean they can use the information in real situations immediately.

Theory of Practical Cellular Automaton

Автор: Li
Название: Theory of Practical Cellular Automaton
ISBN: 9811074968 ISBN-13(EAN): 9789811074967
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book addresses the intellectual foundations, function, modeling approaches and complexity of cellular automata; explores cellular automata in combination with genetic algorithms, neural networks and agents; and discusses the applications of cellular automata in economics, traffic and the spread of disease.

An Introduction to Medical Decision-Making

Автор: Vordermark II
Название: An Introduction to Medical Decision-Making
ISBN: 3030231461 ISBN-13(EAN): 9783030231460
Издательство: Springer
Рейтинг:
Цена: 11179.00 р.
Наличие на складе: Поставка под заказ.

Описание: This volume presents novel concepts to help physicians and health care providers better understand the thought processes and approaches used in clinical decision-making and how we develop those skills as we transition from being a medical student to post-graduate trainee to independent practitioner.

Strategic Approach in Multi-Criteria Decision Making

Автор: Nolberto Munier; Eloy Hontoria; Fernando Jim?nez-S
Название: Strategic Approach in Multi-Criteria Decision Making
ISBN: 3030027252 ISBN-13(EAN): 9783030027254
Издательство: Springer
Рейтинг:
Цена: 15372.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book examines multiple criteria decision making (MCDM) and presents the Sequential Interactive Modelling for Urban Systems (SIMUS) as a method to be used for strategic decision making. It emphasizes the necessity to take into account aspects related to real world scenarios and incorporating possible real life aspects for modelling. The book also highlights the use of sensitivity analysis and presents a method for using criteria marginal values instead of weights, which permits the drawing of curves that depicts the variations of the objective function due to variations of these marginal values. In this way it also gives quantitative values of the objective function allowing stakeholders to perform a comprehensive risk analysis for a solution when it is affected by exogenous variables.

Strategic Approach in Multi-Criteria Decision Making: A Practical Guide for Complex Scenarios is divided into three parts. Part 1 is devoted to exploring the history and development of the discipline and the way it is currently used. It highlights drawbacks and problems that scholars have identified in different MCDM methods and techniques. Part 2 addresses best practices to assure quality MCDM process. Part 3 introduces the concept of Linear Programming and the proposed SIMUS method as techniques to deal with MCDM. It also includes case studies in order to help document and illustrate difficult concepts, especially related to demands from a scenario and also in their modelling. The decision making process can be a complex task, especially with multi-criteria problems. With large amounts of information, it can be an extremely difficult to make a rational decision, due to the number of intervening variables, their interrelationships, potential solutions that might exist, diverse objectives envisioned for a project, etc. The SIMUS method has been designed to offer a strategy to help organize, classify, and evaluate this information effectively.
The Multi-Criteria Approach for Decision Support: An Introduction with Practical Applications

Автор: Azzabi Lotfi, Azzabi Dorra, Kobi Abdessamad
Название: The Multi-Criteria Approach for Decision Support: An Introduction with Practical Applications
ISBN: 3030572617 ISBN-13(EAN): 9783030572617
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: It helps to structure models, to easily model complex constraints, to have a basic modeling guide for any multi-criteria system and to better understand models already existing in the literature.The book is structured in the same order as components of the methodology, established in a multi-criteria optimization problem.


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