Author: Stylianos Kampakis Publisher: Apress ISBN: 1484254945 Category : Computers Languages : en Pages : 154
Book Description
Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their organization. It is easy for novices to the subject to feel paralyzed by intimidating buzzwords, but what many don’t realize is that data science is in fact quite multidisciplinary—useful in the hands of business analysts, communications strategists, designers, and more. With the second edition of The Decision Maker’s Handbook to Data Science, you will learn how to think like a veteran data scientist and approach solutions to business problems in an entirely new way. Author Stylianos Kampakis provides you with the expertise and tools required to develop a solid data strategy that is continuously effective. Ethics and legal issues surrounding data collection and algorithmic bias are some common pitfalls that Kampakis helps you avoid, while guiding you on the path to build a thriving data science culture at your organization. This updated and revised second edition, includes plenty of case studies, tools for project assessment, and expanded content for hiring and managing data scientists Data science is a language that everyone at a modern company should understand across departments. Friction in communication arises most often when management does not connect with what a data scientist is doing or how impactful data collection and storage can be for their organization. The Decision Maker’s Handbook to Data Science bridges this gap and readies you for both the present and future of your workplace in this engaging, comprehensive guide. What You Will Learn Understand how data science can be used within your business. Recognize the differences between AI, machine learning, and statistics.Become skilled at thinking like a data scientist, without being one.Discover how to hire and manage data scientists.Comprehend how to build the right environment in order to make your organization data-driven. Who This Book Is For Startup founders, product managers, higher level managers, and any other non-technical decision makers who are thinking to implement data science in their organization and hire data scientists. A secondary audience includes people looking for a soft introduction into the subject of data science.
Author: Helga Drummond Publisher: John Wiley & Sons ISBN: 1118240553 Category : Business & Economics Languages : en Pages : 212
Book Description
A comprehensive look at decision-making practices and what can be done to eradicate errors Designed to help companies in any industry make fewer mistakes, The Economist Guide to Decision Making is an in-depth look at the tools and techniques for preventing errors and improving efficiency. Exploring how and why decisions go awry in the first place; what decision-makers can do to counter the psychological, social, and other forces that can undermine individual judgment and pull organizations off course; and highlighting often overlooked aspects of the science of decision making, the book illustrates how mistakes really happen so that they can be better avoided. Drawing on examples taken from companies around the world, including Motorola, EMI, and the London Stock Exchange, as well as gold mines in South Africa, and food contamination scandals in China, The Economist Guide to Decision Making thoughtfully considers how companies can be more effective and improve their decision-making strategies. Presents new ways for companies to improve their decision-making processes Explains how decision-making works and discusses the tools available for helping reduce the likelihood of errors Draws on examples taken from companies around the globe Decision making can never prevent mistakes entirely, but a better understanding of how to improve practices and processes is invaluable for companies looking to increase their overall efficiency. The Economist Guide to Decision Making leads the way.
Author: Gregory S. Parnell Publisher: John Wiley & Sons ISBN: 1118515846 Category : Business & Economics Languages : en Pages : 441
Book Description
A ONE-OF-A-KIND GUIDE TO THE BEST PRACTICES IN DECISION ANALYSIS Decision analysis provides powerful tools for addressing complex decisions that involve uncertainty and multiple objectives, yet most training materials on the subject overlook the soft skills that are essential for success in the field. This unique resource fills this gap in the decision analysis literature and features both soft personal/interpersonal skills and the hard technical skills involving mathematics and modeling. Readers will learn how to identify and overcome the numerous challenges of decision making, choose the appropriate decision process, lead and manage teams, and create value for their organization. Performing modeling analysis, assessing risk, and implementing decisions are also addressed throughout. Additional features include: Key insights gleaned from decision analysis applications and behavioral decision analysis research Integrated coverage of the techniques of single- and multiple-objective decision analysis Multiple qualitative and quantitative techniques presented for each key decision analysis task Three substantive real-world case studies illustrating diverse strategies for dealing with the challenges of decision making Extensive references for mathematical proofs and advanced topics The Handbook of Decision Analysis is an essential reference for academics and practitioners in various fields including business, operations research, engineering, and science. The book also serves as a supplement for courses at the upper-undergraduate and graduate levels.
Author: Goktug Morcol Publisher: CRC Press ISBN: 1420016911 Category : Political Science Languages : en Pages : 663
Book Description
Handbook of Decision Making includes the wisdom of the long theological and philosophical traditions of human society, as well as a systematic exploration of the implications of contemporary evolutionary theories. Common patterns in decision making styles are identified as well as the common variations that different contexts may generate. The text covers the multiplicity of mainstream decision making styles such as cost-benefit analysis, and linear programming. It also explains alternative and emerging methods such as geographic information systems, Q-methodology, and narrative policy analysis. Practical applications are discussed using decision making practices in budgeting, public administration and governance, drug trafficking, and information systems.
Author: Omid Bozorg-Haddad Publisher: John Wiley & Sons ISBN: 1119563496 Category : Business & Economics Languages : en Pages : 192
Book Description
Clear and effective instruction on MADM methods for students, researchers, and practitioners. A Handbook on Multi-Attribute Decision-Making Methods describes multi-attribute decision-making (MADM) methods and provides step-by-step guidelines for applying them. The authors describe the most important MADM methods and provide an assessment of their performance in solving problems across disciplines. After offering an overview of decision-making and its fundamental concepts, this book covers 20 leading MADM methods and contains an appendix on weight assignment methods. Chapters are arranged with optimal learning in mind, so you can easily engage with the content found in each chapter. Dedicated readers may go through the entire book to gain a deep understanding of MADM methods and their theoretical foundation, and others may choose to review only specific chapters. Each standalone chapter contains a brief description of prerequisite materials, methods, and mathematical concepts needed to cover its content, so you will not face any difficulty understanding single chapters. Each chapter: Describes, step-by-step, a specific MADM method, or in some cases a family of methods Contains a thorough literature review for each MADM method, supported with numerous examples of the method's implementation in various fields Provides a detailed yet concise description of each method's theoretical foundation Maps each method's philosophical basis to its corresponding mathematical framework Demonstrates how to implement each MADM method to real-world problems in a variety of disciplines In MADM methods, stakeholders' objectives are expressible through a set of often conflicting criteria, making this family of decision-making approaches relevant to a wide range of situations. A Handbook on Multi-Attribute Decision-Making Methods compiles and explains the most important methodologies in a clear and systematic manner, perfect for students and professionals whose work involves operations research and decision making.
Author: Dennis Bakke Publisher: Pear Press ISBN: 0983263345 Category : Business & Economics Languages : en Pages : 225
Book Description
Who makes the important decisions in your organization? Strategy, product development, budgeting, compensation—such key decisions typically are made by company leaders. That’s what bosses are for, right? But maybe the boss isn’t the best person to make the call. That’s the conclusion Dennis Bakke came to, and he used it to build AES into a Fortune 200 global power company with 27,000 people in 27 countries. He used it again to create Imagine Schools, the largest non-profit charter-school network in the U.S. As a student at Harvard Business School, Bakke made hundreds of decisions using the case-study method. He realized two things: decision-making is the best way to develop people; and that shouldn't stop at business school. So Bakke spread decision-making throughout his organizations, fully engaging people at all levels. Today, Bakke has given thousands of people the freedom and responsibility to make decisions that matter. In The Decision Maker, a leadership fable loosely based on Bakke's experience, the New York Times bestselling author shows us how giving decisions to the people closest to the action can transform any organization. The idea is simple. The results are powerful. When leaders put real control into the hands of their people, they tap incalculable potential. The Decision Maker, destined to be a business classic, holds the key to unlocking the potential of every person in your organization.
Author: Derek J. Koehler Publisher: John Wiley & Sons ISBN: 0470752912 Category : Psychology Languages : en Pages : 680
Book Description
The Blackwell Handbook of Judgment and Decision Making is a state-of-the art overview of current topics and research in the study of how people make evaluations, draw inferences, and make decisions under conditions of uncertainty and conflict. Contains contributions by experts from various disciplines that reflect current trends and controversies on judgment and decision making. Provides a glimpse at the many approaches that have been taken in the study of judgment and decision making and portrays the major findings in the field. Presents examinations of the broader roles of social, emotional, and cultural influences on decision making. Explores applications of judgment and decision making research to important problems in a variety of professional contexts, including finance, accounting, medicine, public policy, and the law.
Author: Jie Lu Publisher: Springer Science & Business Media ISBN: 3642257550 Category : Technology & Engineering Languages : en Pages : 457
Book Description
This book presents innovative theories, methodologies, and techniques in the field of risk management and decision making. It introduces new research developments and provides a comprehensive image of their potential applications to readers interested in the area. The collection includes: computational intelligence applications in decision making, multi-criteria decision making under risk, risk modelling,forecasting and evaluation, public security and community safety, risk management in supply chain and other business decision making, political risk management and disaster response systems. The book is directed to academic and applied researchers working on risk management, decision making, and management information systems.
Author: Haddon Robinson Publisher: Our Daily Bread Publishing ISBN: 1572934905 Category : Religion Languages : en Pages : 115
Book Description
It’s said that decisions are made in the details. And yet, we make hundreds, even thousands of decisions daily. So how do Christians process all those details and come up with answers that please God? In Decision-Making by the Book, author, lecturer, and radio personality, Haddon W. Robinson, takes his usual clear-eyed, not-a-word-wasted approach, to help you make decisions according to biblical principles—every time.
Author: Chris O'Neal Publisher: International Society for Technology in Education ISBN: 1564844609 Category : Education Languages : en Pages : 149
Book Description
This workbook will serve as your guide to incorporating the data-driven decision making process into your organization’s culture and behavior. O’Neal leads you through setting up teams; warehousing, accessing, and examining data; and finally reflecting on your process. Understand what’s happening in your school environment and how you can make better decisions that will keep you on a path to success.
Author: Stylianos Kampakis
Author: Helga Drummond
Author: Gregory S. Parnell
Author: Goktug Morcol
Author: Omid Bozorg-Haddad
Author: Dennis Bakke
Author: Derek J. Koehler
Author: Jie Lu
Author: Haddon Robinson
Author: Chris O'Neal