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In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and cleaningComputational cost for model fitting, validation, and testingCost of collecting features/attributes for test dataCost of user feedback collectionCost of incorrect prediction/classificationCost-Sensitive Machine Learning is one of the first books...
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Effective development and management of a supply chain network is an invaluable source of sustainable advantage in today's turbulent global marketplace, where demand is difficult to predict and supply chains need to be more flexible as a result. This updated 4th edition of the bestselling Logistics and Supply Chain Management is a clear-headed guide to all the key topics in an integrated approach to supply chains, including: The link between logistics...
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"This book provides an overview of cost-effectiveness analysis which is a well-known and intuitive method for defining and choosing among a set of alternatives. This book relates cost-effectiveness analysis to systems engineering to solve everyday problems at home and the office. It can also be used in technical processes, system design, and project management. Cost-Effectiveness Analysis: A Systems Engineering Perspective starts with providing an...
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"Based on the authors' combined professional hands-on IT and financial experience of over thirty years, the unparalleled input and support from an army of individuals from the leading IT market research firm in the area of IT portfolio management, extensive research and case studies from many exemplar companies, IT Portfolio Management Step-By-Step provides the closest thing to a Holy Grail solution - the first complete book ever published that presents...
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Project Risk and Cost Analysis focuses on risk in the context of project management, primarily in the area of risk's effects on project costs, with emphasis on the many modern tools that help you and your organization quantify and manage project risk. You will learn how to perform a formal risk and cost analysis, apply the Earned Value Method to risk management, and adjust schedule and budget reserves appropriately for your project conditions. The...
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Jim Champy revolutionized business with Reengineering the Corporation . Now, in Deliver! , the third book in a series about what's new and really works in business, he shows how to leverage the rich treasure of potential competitive advantage that's hiding in plain view: your operations. Deliver! presents five original, chapter-length case studies of organizations performing at levels that were once viewed as impossible. They range from Campbell's...
12) Value stream mapping: how to visualize work and align leadership for organizational transformation
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Whether you are a novice; an experienced improvement practitioner; or a leader; this detailed guide presents a practical way to deeply understand how work gets done--in any environment--and how to design improved work systems. --
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"Engineering Economics of Life Cycle Cost Analysis, Second Edition offers a systems and life cycle or total ownership cost perspective. It presents advanced costing techniques such as simulation-based costing, decision analysis, complex systems costing, software, big data, and cloud computing estimation. Examples and problems demonstrating these techniques with real-world applications are also included"--
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"Dr. Jac Fitz-enz ... has now defined and shaped predictive analytics that define more clearly how today's metrics can predict and lead to tomorrow's successes."--Dave Ulrich, Professor, Ross School of Business, University of Michigan, and Partner, The RBL Group
"In The New HR Analytics Jac Fitz-enz extends his decades of leadership in human capital measurement. It is a call to action that should inspire leaders to rethink their assumptions and improve...
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