supply chain and operations analytics anindita maitra bhattacharyya rabindranath bhattacharya

This book presents concepts, strategies, and decision-making processes of supply chain and operations management through simple to advanced analytics. It provides the tools necessary to comprehend supply chain and operations management, quantitatively and analytically, through exercises and examples. Using accessible quantitative models, this volume provides a unified framework for supply chain analytics for products?right from sourcing to manufacturing to delivery and remanufacturing, which closes the supply chain. This book synthesizes a collection of models in all the areas of supply chain like Sourcing, Inventory, Production planning and control, forecasting of demand, Transportation, Network planning and Design, Data aggregation and mining and return of products in the context of both formulation and solution of the problems in each area using suitable software and Excel Solver for the ease of understanding. Use of simulation, stochastic and system design models are added attractions of the book.This book will be useful to the students, researchers and faculty working in the field of Supply chain Management, Operations Management, and Industrial Engineering, both at Graduate and research levels. It will also be an invaluable companion to consultants and practitioners, working with models and modelling systems, helping them make better supply chain decisions.

Objev podobné jako Supply Chain and Operations Analytics - Anindita Maitra Bhattacharyya, Rabindranath Bhattacharya

THE PRACTICAL, EASY INTRODUCTION TO MODERN SUPPLY CHAIN/LOGISTICS MANAGEMENT FOR EVERY PROFESSIONAL AND STUDENT! COVERS CORE CONCEPTS, PLANNING, OPERATIONS, INTEGRATION, COLLABORATION, NETWORK DESIGN, AND MORE SHOWS HOW TO MEASURE, CONTROL, AND IMPROVE ANY SUPPLY CHAIN INCLUDES PRACTICAL ADVICE FOR JUMPSTARTING YOUR OWN SUPPLY CHAIN CAREER This easy guide introduces the modern field of supply chain and logistics management, explains why it is central to business success, shows how its pieces fit together, and presents best practices you can use wherever you work. Myerson explains key concepts, tools, and applications in clear, simple language, with intuitive examples that make sense to any student or professional. He covers the entire field: from planning through operations, integration and collaboration through measurement, control, and improvement. You’ll find practical insights on hot-button issues ranging from sustainability to the lean-agile supply chain. Myerson concludes by helping you anticipate key emerging trends—so you can advance more quickly in your own career. Trillions of dollars are spent every year on supply chains and logistics. Supply chain management is one of the fastest growing areas of business, and salaries are rising alongside demand. Now, there’s an easy, practical introduction to the entire field: a source of reliable knowledge and ... Unknown localization key: "more"

Objev podobné jako Supply Chain and Logistics Management Made Easy - Paul Myerson

The main purpose of this book is to introduce the essential theories and tools for production (manufacturing operations) management for students in engineering, junior professionals in supply chain and production managers who are starting their career in a manufacturing firm.With a focus on selected key techniques and a practical application of these skills, the book uses a real-world inspired case studies while providing readers with in-depth exploration. Designed as a coaching handbook for instructors or motivated self-learners, it is an ideal resource for project-based learning.It is suitable for graduates in technology management and engineering, and professionals in the field of manufacturing who want to revise their practical knowledge while enhancing theoretical background.

Objev podobné jako Manufacturing Operations Management - Min-jung , Switzerland) Yoo, Remy , Switzerland) Glardon

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This book provides a comprehensive guide to how marketing, supply chain, and production operations can be improved using deep learning and reinforcement learning methods, as well as their combination with traditional analytics and optimization approaches. The book is written for enterprise data scientists and analytics managers, and will also be useful for graduate students in operations research and applied statistics.The Theory and Practice of Enterprise AI is divided into five parts. Part I introduces basic concepts of enterprise decision automation and presents relevant deep and reinforcement learning methods. Part II presents recipes for customer analytics and personalization. Part III describes search and recommendation solutions that extensively leverage content data such as texts and images. Part IV discusses methods for price optimization and inventory management. Finally, Part V presents blueprints for anomaly detection and visual inspection that help to improve production and transportation operations. Python code examples are provided in the complementary online repository to support the reader''s understanding of the implementation details.

Objev podobné jako The Theory and Practice of Enterprise AI - Ilya Katsov

At a time when food producers have to make significant changes to their businesses in order to survive, a review of benchmarking in agriculture and discussion of its future potential is critical. This book meets that need by providing an overview of existing benchmarking practices in agriculture and the food supply chain, and evaluating the potential of these practices to drive sustainable innovation in food and farming. Increasing pressures from commodity markets, corporate buyers, government and rising input prices (particularly fuel prices) are creating an environment in which farmers and their advisors are keen to make greater use of performance information for survival and growth. Where farmers are diversifying into alternative production methods, non-agricultural enterprises and on-farm production and sales, the greater the interest in a wider range of accounting tools for decision making. Lisa Jack and her contributors draw on a wide range of data and sources from Australia, New Zealand, the USA, the UK and Europe to provide critical evaluations of what might be considered ''state of the art'' benchmarking practices at this time, including recent strategic developments such as the use of non-financial measures in balanced scorecards. The food and farming industry is unusual in that benchmarking ... Unknown localization key: "more"

Objev podobné jako Benchmarking in Food and Farming - Lisa Jack

An essential introduction to the management of building projects Construction management is a complex discipline with many facets. The essence of construction management is the delivery of construction projects to meet the client’s goals whilst recognising the commercial interests of the many designers, consultants and contractors involved. Balancing the expected quality outcomes, the highest safety standards and time and budget pressures is not an easy task. Therefore, students and practitioners looking to understand the core principles of construction management need an authoritative, accessible and comprehensive text on the subject. Since its first edition in 1998, Construction Planning, Programming and Control has met this need with its practical approach to the management of construction projects. The book covers the principles and practice of project time and cost control and includes key related topics and more. It places the subject matter in the context of the challenges facing the construction industry and explains complex issues in a practical and understandable way. Readers of the fourth edition of Construction Planning, Programming and Control will also find detailed coverage of: Procurement and contracts, supply chain and risk management and health and safety management including CDM 2015JCT 2016, NEC4; ICC and FIDIC conditions of contractMethod ... Unknown localization key: "more"

Objev podobné jako Construction Planning, Programming and Control - Peter J. Williams, Brian Cooke

Use continuous Integration (CI) and continuous delivery (CD) to improve the speed of software delivery. This book presents a game changer-how to use pipelines to automate the software delivery process. The theories about CI/CD are much the same, but the book covers what the development of pipelines looks like and how testing of pipelines themselves should be performed.Most teams just plunge into coding, without thinking about the CI/CD process itself. Why don''t we use the same development method for pipelines that we use for apps? Pipelines code development undergoes similar stages as application code development, such as requirements analysis, development, testing, implementation, operations, and monitoring. This is the starting point of the book. It describes the current challenges with pipeline development and how this process can be improved and structured. It describes in detail how to design pipelines and shows examples in BPMN 2.0 notation.What You''ll LearnKnow the shortcomings and challenges of current pipeline development such as misalignment between the pipeline engineer and the team''s workflow, the use of infrastructure as code (IaC), and pipeline securityUnderstand the need for CI/CD requirements through the book''s non-exhaustive list of more than 60 CI/CD requirements provided to inspire and increase awarenessSee how certain ... Unknown localization key: "more"

Objev podobné jako Continuous Integration (CI) and Continuous Delivery (CD) - Henry van Merode

For operations and supply chain management (SCM) courses. An integrated approach to operations and supply chain management Introduction to Operations and Supply Chain Management is a unified, comprehensive introduction to both operations and supply chain management. The text remains engaging and brief while integrating all of the major concepts of both subjects in one cohesive source. The 5th Edition contains updated content and thorough coverage of analytical tools and techniques that students will apply in their careers. It explores these topics in an interesting and relatable manner, providing students with real-world examples and easy-to-understand material.

Objev podobné jako Introduction to Operations and Supply Chain Management, Global Edition - Cecil Bozarth, Robert Handfield

For courses in operations management. A market-leading introduction to operations text Operations Management: Sustainability and Supply Chain Management presents a broad introduction to the field of operations in a practical and application-oriented manner. Through detailed behind-the-scenes perspectives on the production of goods and services—from music concerts to e-commerce package delivery, manufacturing an aircraft to 3D printed stakes—this text offers an inside view that helps students gain a true understanding of how operations work within an organization. This 14th Edition addresses current trends and practices in operations management, including Industry 4.0 (also known as the Fourth Industrial Revolution), which is transforming the automation, monitoring, and analysis of supply chains through smart technology; and COVID-19 and its impact on global supply chains. The following features help students better understand concepts important to today''s operations management professionals OM in action The text is organized around 10 key OM Strategy Decisions and the techniques for making these decisions. Global Company Profiles open each chapter and describe how well-known firms achieve a competitive advantage using the OM techniques later discussed in the chapter. See the authors'' blog for teaching tips, news stories, discussion questions and more. Tools to reinforce learning 91 Solved Problems provide detailed ... Unknown localization key: "more"

Objev podobné jako Operations Management: Sustainability and Supply Chain Management, Global Edition - Barry Render, Jay Heizer, Chuck Munson

Russell and Taylor's Operations and Supply Chain Management, 10th Edition is designed to teach students understand how to create value and competitive advantage along the supply chain in a rapidly changing global environment. Beyond providing a solid foundation, this course covers increasingly important OM topics of sustainability, corporate social responsibility, global trade policies, securing the supply chain, and risk and resilience. Most importantly, Operations Management, Tenth Edition makes the quantitative topics easy for students to understand and the mathematical applications less intimidating. Appropriate for all business students, this course takes a balanced approach to the foundational understanding of both qualitative and quantitative operations management processes.

Objev podobné jako Operations and Supply Chain Management, EMEA Edition - Bernard W. Taylor, Roberta S. Russell

Harness data within the supply chain using this accessible guide on how to examine, evaluate and apply business analytics models.

Objev podobné jako Supply Chain Analytics and Modelling - Dr Nicoleta Tipi

The new edition of the acclaimed textbook on Global Logistics and Supply Chain Management, offers a global scope and focus on both theory and practice Global Logistics and Supply Chain Management equips students with the knowledge and tools to navigate today’s complex, interconnected global markets. Covering both practical applications and strategic decision-making, this comprehensive textbook combines theory with real-world case studies to provide a thorough understanding of logistics systems and supply chain management (SCM) practices. Designed to meet the needs of today’s students and instructors, the fifth edition of Global Logistics and Supply Chain Management offers a balanced and student-friendly presentation of both qualitative and quantitative content, emphasizing key concepts such as sustainability, supply chain vulnerabilities, and digital transformation. Covering both foundational principles and advanced topics, each chapter builds a robust framework for students to critically assess and improve supply chain operations. Throughout the text, the authors provide expert insights into the latest trends, emerging technologies, and global events, including the COVID-19 pandemic. Global Logistics and Supply Chain Management, Fifth Edition, is an ideal textbook for undergraduate and postgraduate courses in logistics, supply chain management, and operations management in business, engineering, management, and international trade programs. New to this Edition: ... Unknown localization key: "more"

Objev podobné jako Global Logistics and Supply Chain Management - Agustina Calatayud, John Mangan, Chandra Lalwani

Handfield/Giunipero/Monczka/Patterson’s “Purchasing and Supply Chain Management,” 8th Edition, draws from first-hand experiences working with senior executives and practitioners across multiple industries. Learn about recent advancements in supply chain cybersecurity and counterfeit management, AI, analytics, procurement automation and supply chain visibility. Learn about the use of AI, purchasing analytics, e-procurement and robotic process automation, fraud management and risk mitigation, emerging technology in real-time supply chain systems, blockchain applications and the creation of Centers of Excellence. Topics align with hiring requirements for supply chain roles in the industry and public sector and provide solid preparation for entering the workforce. Students and working professionals keep this text as a reference for new problems they encounter in their supply chain career.

Objev podobné jako Purchasing and Supply Chain Management - James Patterson, Robert Handfield, Robert Monczka, Larry Giunipero

Gain the practical tools to solve supply chain problems. Supply Chain Management: Strategy, Planning and Operation, 7th edition, Global Edition, by Sunil Chopra, introduces you to high-level strategy and concepts. A strategic framework guides you through all the key drivers of supply chain performance, including facilities, inventory, transportation, information, sourcing, and pricing. The 7th edition embeds compelling case study examples to illustrate how good supply chain management offers a competitive advantage and how poor supply chain management can damage an organisation''s performance. With this text, you can gain a deeper understanding of supply chains and a firm grasp of the practical managerial levers that can improve supply chain performance. With a range of in-text features and essential learning tools, this text is perfect for MBA, engineering masters, or senior-level undergraduate courses in supply chain management.

Objev podobné jako Supply Chain Management: Strategy, Planning, and Operation, Global Edition - Sunil Chopra

This book provides sample exercises, techniques, and solutions to employ mathematical modeling to solve problems in Operations Research and Business Analytics. Each chapter begins with a scenario and includes exercises built on realistic problems faced by managers and others working in operations research, business analytics, and other fields employing applied mathematics. A set of assumptions is presented, and then a model is formulated. A solution is offered, followed by examples of how that model can be used to address related issues.Key elements of this book include the most common problems the authors have encountered over research and while consulting the fields including inventory theory, facilities'' location, linear and integer programming, assignment, transportation and shipping, critical path, dynamic programming, queuing models, simulation models, reliability of system, multi-attribute decision-making, and game theory.In the hands of an experienced professional, mathematical modeling can be a powerful tool. This book presents situations and models to help both professionals and students learn to employ these techniques to improve outcomes and to make addressing real business problems easier. The book is essential for all managers and others who would use mathematics to improve their problem-solving techniques.No previous exposure to mathematical modeling is required. The book can then ... Unknown localization key: "more"

Objev podobné jako Modeling Operations Research and Business Analytics - Fox-Pitt William, Robert E. Burks

Logistics Management and Strategy, 7th edition is a concise and strategic introduction to the subjects of logistics and supply chain management, with emphasis on international applications and examples, and is perfect for modern managers and students of logistics and supply chain management. Logistics stands at the heart of debates around systems, sustainability, technology, competitive advantage, globalisation and risk. This textbook brings a thoroughly updated, straightforward and practical approach to these topics, and illustrates the real-life issues in logistics management through up-to-date case studies. This edition features cases from Australia, China, Germany, Japan, South Africa, Sweden and the USA, as well as cases on global businesses. Major updates for this edition address contemporary issues so that each area of discussion ties in with current practice. The new or updated material includes: A brand new chapter ''Supply Chain Risk and Resilience'' highlighting new developments in the strategic management of risk, with new cases exploring risk mitigation strategies at Ford Motor Company and supply chain data visualization at Flex A refreshed focus on sustainability and environmental issues throughout the book - from net zero carbon initiatives, carbon costing, and green logistics, to sourcing ethically and transportation Digitalisation and the role of technology in ... Unknown localization key: "more"

Objev podobné jako Logistics Management and Strategy: Competing through the Supply Chain - Alan Harrison, Remko Van Hoek, James Aitken, Heather Skipworth

Develop business understanding through real-life examples and latest developments in the field Procurement and Supply Chain Management, 10th Edition, by Farrington is the most comprehensive and accessible textbook on procurement and supply chain management currently available. It is the ideal textbook for those aspiring to be leaders in the profession, and for those who are engaged in professional studies for the Chartered Institute of Procurement and Supply examinations (at both the foundation and professional stages). It is also of value to specialists in other fields who require understanding of the role and influence of this area of business performance. Using extensive real-life examples the subject matter has been brought to life throughout the book, and provides a truly international focus on procurement and supply chain. This fully revised edition covers new developments in the procurement and supply chain field, and offers new chapters on public sector procurement and socially responsible procurement. New to this edition: A new chapter on Public Sector Procurement, recognising the public sector’s impact on the global economy A new chapter on Sustainability and Socially Responsible Procurement, recognising that this is a highly challenging global issue wherein procurement has great influence and more initiatives are needed Extensively ... Unknown localization key: "more"

Objev podobné jako Procurement and Supply Chain Management - Brian Farrington, Kenneth Lysons

Putting together all the links in the supply chain Supply Chain Management For Dummies gives you the full rundown on what a supply chain is, how it works, how to optimize it, and the best education for a rewarding supply chain career. This new edition is fully updated for changes to the supply chain in a post-Covid world. You’ll learn about the latest supply chain technologies, analytics and data-based optimization, and new strategies for delivering on your organization’s promises. This approachable resource can take your supply chain management skills to the next level with step-by-step explanations, expert tips, and real-life examples. Gain a foundational knowledge of issues in supply chain management Learn about today’s global supply chains, plus trends like reshoring and near-shoring Wrap your mind around how an organization’s moving parts can be coordinated in today’s high-tech world Discover strategies for dealing with disruptions, focusing on diversity, and increasing resilience This For Dummies guide is great for entry-level supply chain professionals and anyone who needs an update on need-to-know concepts and recent changes in supply chain management.Â

Objev podobné jako Supply Chain Management For Dummies - Daniel Stanton

Now in its eighth edition, this trusted Procurement and Supply Chain Management text provides a complete introduction to the important principles underlying the subject area using a flexible managerial perspective. Fully updated and restructured to reflect contemporary thinking and practice, this highly respected textbook covers the latest developments in procurement and supply chain management with clear and well-structured content. Strong case studies that are relevant and engaging complement the content and bring the subject to life.

Objev podobné jako Procurement and Supply Chain Management - Arjan van Weele, Frank Rozemeijer

Learn to effectively manage all supply chain activities with Wisner/Tan/Leong''s PRINCIPLES OF SUPPLY CHAIN MANAGEMENT: A BALANCED APPROACH, 6E. This unique text discusses supply management from four perspectives: purchasing, operations, logistics and process integration. This balanced approach varies significantly from other books that concentrate on only one area. Updates and new references highlight recent events, including supply chain challenges during the global pandemic. This edition follows the natural flow through the supply chain of trading partners as you examine how supply chain management impacts all areas and processes of the firm. You learn to address real concerns in both domestic and global supply chains as well-organized chapters demonstrate the practical applications of supply chain management in today''s workplace. Updated profiles and interesting business examples demonstrate practices at work. MindTap digital resources are available to assist in mastering concepts.

Objev podobné jako Principles of Supply Chain Management - G. Leong, Keah-Choon Tan, Joel Wisner

Future-proof your firm’s supply chains with a renewed focus on resilience In Strong Supply Chains Through Resilient Operations: Five Principles for Leaders to Win in a Volatile World, a team of dedicated, veteran operations strategists delivers a practical and hands-on discussion of how to future-proof your company’s supply chains through a relentless focus on resilience. In the book, you’ll discover how to shift your firm’s emphasis from “low-cost” to “low volatility” as you protect your company against the supply and demand shocks associated pandemics, wars, labor disputes, and trade conflicts. You’ll also learn about: Real-world examples of companies realizing long-term competitive advantage by implementing the shifts advocated by the authorsWhy seeking to build mutually beneficial, long-term relationships with dependable suppliers is preferable to always choosing the cheapest optionHow a renewed focus on diversity and new ways of working can create resilient operations teams that pass on value to your customers An effective and essential discussion of one of the most prominent challenges facing contemporary companies around the world, Strong Supply Chains Through Resilient Operations is a need-to-read book for managers, executives, business leaders, entrepreneurs, operations and supply chain professionals, and anyone else with a stake in the smooth operation of ... Unknown localization key: "more"

Objev podobné jako Strong Supply Chains Through Resilient Operations - Marc Lakner, Tiffany Hickerson, Suketu Gandhi, Sherri He, Michael F. Strohmer

Operations Management provides a framework for addressing operational process and supply chain issues, in an easy-to-understand format. Using a systemized approach, the text focuses on real-life practices and issues of current interest. It also lets you experience the role of a manager through hands-on problems, cases and exercises. The 14th Edition shows how businesses can respond when faced with the unexpected, such as the COVID-19 pandemic, Ukraine–Russia war, and inflation, so you’re better prepared in your role as an operations professional.

Objev podobné jako Operations Management: Processes and Supply Chains, Global Edition - Lee Krajewski, Manoj Malhotra

As globalisation and internationalisation efforts intensify, companies are faced with even greater challenges to manage the supply chain of their products and services, including political, environmental, economic, social, and technological uncertainties. Having knowledge and understanding of Supply Chain Management (SCM) can aid companies to increase competitiveness within their global supply chain network. This book offers a wide range of theories and constructs that are at the core of SCM, such as inter-organisational relationships, information systems, distribution, production, innovation, procurement, sustainability, service, measurement systems, strategy, planning, and more. There are illustrative cases to portray how companies deal with particular supply chain management issues.

Objev podobné jako Managing the Global Supply Chain - Herbert Kotzab, Tage Skjott-Larsen, Juliana H Mikkola

This book unravels the complexities of supply chain process transformation by explaining step by step, in simple terms, what are the requirements for success, right from the basics to how to implement this complicated task. The book provides insights into how to lead the transformation project and how to manage the change internally and externally. The authors'' hands-on experience in the field via applied research is clearly illustrated in the case studies, which provide the reader with practical examples of the challenges and benefits of implementing a digital supply chain transformation project. This is a must-have book for all supply chain and operations professionals.Related Link(s)

Objev podobné jako Digital Transformation of the Supply Chain - Albert Tan, Sameer Shukkla

This book presents issues related to supply chain management, considering contemporary conditions and turmoil. It shows how global events affect the effectiveness and efficiency of logistics, and thus shows how to take them into account and better manage logistics processes in these chains. The book provides readers with easy-to-use tools to plan and build supply chains that are resilient, reliable, and have reduced risk. The reader will also receive recommendations for the development and improvement of the efficiency of supply chains.Thanks to research and case studies, the reader can learn practical knowledge coming directly from leading companies implementing logistics processes on a global scale. The research results were presented transparently, enabling their practical application in future business activities.The book also discusses future technologies that are or will apply to supply chain management. These technologies are described in specific applications, so the reader will be able to quickly adapt them to the needs of their company.

Objev podobné jako Navigating Supply Chain Turbulence - Andrzej Szymonik, Tomasz Smal, Justyna Zywiolek

A step-by-step approach to delivering winning negotiations with tools and tactics for purchasing and supply chain professionals.

Objev podobné jako Negotiation for Procurement and Supply Chain Professionals - Jonathan O'Brien

Connect the principles with the practice of sustainability in logistics and supply chain with this textbook based on extensive research and supported by detailed online resources.

Objev podobné jako Sustainable Logistics and Supply Chain Management - Alexander Trautrims, David B. Grant, Chee Yew Wong

Use this indispensable resource of practical advice, tools and frameworks to help solve some of the most common problems facing the logistics and supply chain sectors.

Objev podobné jako The Logistics and Supply Chain Toolkit - Gwynne Richards, Susan Grinsted

Grasp the complexities of the modern supply chain and pinpoint opportunities for growth in the digital age with this essential guide to supply chain transformation.

Objev podobné jako Supply Chain Transformation - Michael Mowat

Understand how to upgrade your supply chain to perform well in complex and volatile markets with this guide covering the strategic, design, operational and tactical bases of supply chain reconfiguration.

Objev podobné jako Rethinking Supply Chain - Dr BRAM DESMET

Explores the complexities of supply chain management, addressing fundamental trade-offs, economic causes, and strategic implications. Biçer presents a novel framework with four effective strategies and details the digital transformation of supply chains, making this an essential read for professionals, consultants, economists, and policymakers.

Objev podobné jako Re-Imagining Supply Chain Management - Isik Bicer

Expanding the application of diverse techniques belonging to different branches of science, The Integrated Application of Effective Approaches in Supply Chain Networks creates coordination and integration for the analysis of supply network data.

Objev podobné jako The Integrated Application of Effective Approaches in Supply Chain Networks - Ramin Rostamkhani, Thurasamy Ramayah

Learn how supply chains can be optimized using the latest research in blockchain technology and case studies of successful implementation and integration.

Objev podobné jako Blockchain and the Supply Chain - Aljosja Beije, Nick Vyas, Bhaskar Krishnamachari

From an evolving political landscape to unprecedented global events, implement robust systems to help mitigate supply chain risks and ensure resilience with this essential guide.

Objev podobné jako Supply Chain Risk Management - John Manners-Bell

Master the core subject principles of business operations and processes Operations and Process Management 7th edition is the ultimate text for those wishing to successfully manage business operations, equipping you with the critical and practical tools to manage business operations successfully. A must-read textbook for students who want to embark on a career in the field of operations, it approaches each topic from a managerial perspective, providing a relevant, real-world understanding of the core principles of the subject. With a range of examples, frameworks and techniques incorporated in each chapter, the book is designed to help you better analyse existing operations and understand ways to deal with operational and process challenges. Key features: Updated case studies drawing from a diverse range of industries and organisations from around the globe. New ''Responsible Operations'' sections, introduced in all chapters, highlighting the ethical, social and environmental issues associated with operations decisions. A focus on recent developments reflecting the shifting operations environment, including the implications of hybrid working, increased volatility in supply chains, and updated coverage of agile project management. This text is for everyone wanting to understand the nature, principles and practice of operations and process management. It is aimed primarily at students ... Unknown localization key: "more"

Objev podobné jako Operations and Process Management - Alistair Brandon-Jones, Nigel Slack, Nicola Burgess

This new textbook focuses on how data and analytics can be used to help inform organisational decision-making across the business by complementing human judgement. Taking a highly practical approach, it covers major use cases for analytics across different business areas, including marketing analytics, HR analytics, operational analytics and financial analytics. This concise and readable book grounds discussion in the fundamentals of data, analytics and data visualisation, and in an understanding of the legal and ethical responsibilities that come with working with data. Key features include: • Analytics in Practice vignettes show how data and analytics have been applied in real organisations • Video interviews with industry professionals bring examples to life • A running case study and accompanying dataset allow you to apply what you have learnt Suitable for undergraduate and postgraduate students studying business analytics. Mary Ellen Gordon is Senior Professional Teaching Fellow/Senior Lecturer in the School of Information Systems at the Victoria University of Wellington, New Zealand.

Objev podobné jako Business Analytics - Mary Ellen Gordon

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning—also known as data mining or predictive analytics—is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver® Data Mining provides a comprehensive introduction and an overview of this methodology. The fourth edition of this best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, time series forecasting and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This fourth edition of Machine Learning for Business Analytics also includes: An expanded chapter on deep learningA new chapter on experimental feedback techniques, including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Kuber R. Deokar

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning —also known as data mining or data analytics— is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This is the second R edition of Machine Learning for Business Analytics. This edition also includes: A new co-author, Peter Gedeck, who brings over 20 years of experience in machine learning using RAn expanded chapter focused on discussion of deep learning techniquesA new chapter on experimental feedback techniques including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Peter Gedeck, Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Inbal Yahav

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. Data collection, data cleaning, and data mining are rapidly becoming more difficult to analyze than just importing information from a primary or secondary source. The machine learning model plays a crucial role in predicting the future performance and results of a company. In real-time, data collection and data wrangling are the important steps in deploying the models. Analytics is a tool for visualizing and steering data and statistics. Business analysts can work with different datasets -- choosing an appropriate machine learning model results in accurate analyzing, forecasting the future, and making informed decisions. The global machine learning market was valued at $1.58 billion in 2017 and is expected to reach $20.83 billion in 2024 -- growing at a CAGR of 44.06% between 2017 and 2024. The authors have compiled important knowledge on machine learning real-time applications in business analytics. This book enables readers to get broad knowledge in the field of machine learning models and to carry out their future research work. The future trends of ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics

Companies have more data at their fingertips than ever before. Yet, studies show that many executives and organizations fail to extract real value from it. Challenging the conventional wisdom of data-driven decision-making, marketing professors and behavioral scientists Bart De Langhe and Stefano Puntoni argue that many analytics efforts flounder because data analyses are disconnected from the decisions to be made. In their important book, they offer a new approach they call decision-driven analytics. Counterintuitively, they argue that the key to making good decisions with data is to start by putting data in the background. Drawing from their own research and teaching, as well as real-world business cases, De Langhe and Puntoni offer four pillars of decision-driven analytics and guide you around common mistakes that have held back many organizations from using data for impact. In Decision-Driven Analytics, you will learn how to: + Avoid common pitfalls in data-driven decision-making; + Close the gap between managers and decision-making on one side, and data scientists and data analytics on the other; + Enhance the impact of data analytics on business outcomes; + Think without data to make better decisions; + Prepare for artificial intelligence's impact on data analytics; and + Evaluate the ... Unknown localization key: "more"

Objev podobné jako Decision-Driven Analytics - Bart De Langhe, Stefano Puntoni

The need for HR professionals to understand and apply data analytics is greater than ever. Today’s successful HR professionals must ask insightful questions, understand key terms, and intelligently apply data, but may lack a clear understanding of the many forms, types, applications, interpretations, and capabilities of HR analytics.HR Analytics provides a practical approach to using data to solve real HR challenges in organizations and demystifies analytics with clear guidelines and recommendations for making the business case, starting an HR analytics function, avoiding common pitfalls, presenting data through visualization and storytelling, and much more.

Objev podobné jako The Practical Guide to HR Analytics - Lindsay McFarlane, Valerie Streets, Shonna D. Waters PhD, Rachael Johnson-Murra

SHORTLISTED FOR THE AUTHORS'' CLUB BEST FIRST NOVEL AWARDSHORTLISTED FOR THE GORDON BOWKER VOLCANO PRIZEAN OBSERVER BEST DEBUT OF THE YEAR''One of the best debuts this year'' Guardian''An intoxicating portrait of modern India ... Terrific'' Daily Mail''Hugely engaging, written with verve, intelligence and compassion'' Irish Times____________________________________________India, 1992. The country is ablaze with riots. In Lucknow, ten-year-old Shubhankar witnesses a terrible act of mob violence that will alter the course of his life: one to which his family turn a blind eye.As he approaches adulthood, Shabby focuses on the only path he believes will buy him an escape - good school, good degree, good job, good car. But when he arrives in Mumbai in his twenties, he begins to question whether there might be other roads he could choose. His new friends, Syed and Shruti, are asking the same questions : together, buoyed by the freedom of the big city, they are rewriting their stories.But as the rising tide of nationalism sweeps across the country, and their friendship becomes the rock they all cling to, this new life suddenly seems fragile. And before Shabby can chart his way forward, he must reckon with the ghosts of his past . . .____________________________________________''A ... Unknown localization key: "more"

Objev podobné jako One Small Voice - Santanu Bhattacharya

Based on interviews and workshops with refugees in both countries, the book develops the concept of “migrantification” – in which people are made into migrants by the state, the media and members of society. -- .

Objev podobné jako How Media and Conflicts Make Migrants - Gargi Bhattacharyya, Federico Oliveri, Kirsten Forkert, Janna Graham

This book presents, for the first time, data analytics for smart infrastructures. The authors draw on over a decadeÂ’s experience working with industry and demonstrating the capabilities of data analytics for infrastructure and asset management. The volume gives data-driven solutions to cover critical capabilities for infrastructure and asset management across three domains: 1) situation awareness 2) predictive analytics and 3) decision support. The reader will gain from various data analytic techniques including anomaly detection, performance evaluation, failure prediction, trend analysis, asset prioritization, smart sensing and real-time/online systems. These data analytic techniques are vital to solving problems in infrastructure and asset management. The reader will benefit from case studies drawn from critical infrastructures such as water management, structural health monitoring and rail networks. This groundbreaking work will be essential reading for those studying and practicing analytics in the context of smart infrastructure.

Objev podobné jako Data Analytics for Smart Infrastructure - Bin Liang, Zhidong Li, Yang Wang, Ting Guo, Hongda Tian, Fang Chen

Develop the analytical skills that are in high demand in businesses today with Camm/Cochran/Fry/Ohlmann''s best-selling BUSINESS ANALYTICS, CENGAGE INTERNATIONAL EDITION 5E. You master the full range of analytics as you strengthen descriptive, predictive and prescriptive analytic skills. Real examples and memorable visuals clearly illustrate data and results. Step-by-step instructions guide you through using Excel, Tableau, R or the Python-based Orange data mining software to perform advanced analytics. Practical, relevant problems at all levels of difficulty let you apply what you''ve learned. Updates throughout this edition address topics beyond traditional quantitative concepts, such as data wrangling, data visualization and data mining, which are increasingly important in today''s business environment. MindTap and WebAssign online learning platforms are also available with an interactive eBook, algorithmic practice problems and Exploring Analytics visualizations to strengthen your understanding of key concepts.

Objev podobné jako Business Analytics, Cengage International Edition - Michael Frye, James Cochran, Jeffrey Camm, Jeffrey Ohlmann

"Sets the standard for excellence in the field and distinguishes itself as a truly vital and comprehensive book within its domain. The book is enriched by numerous real-world and up-to-date examples, along with insightful case studies, ensuring that the readers gain a holistic understanding of the subject." Dr Arijit Bhattacharya, Associate Professor in Operations & Supply Chain Management, Norwich Business School, UEA The go-to resource on operations strategy, exploring key activities, processes and decisions adopted by a wide range of businesses Operations Strategy, 7th edition encourages a thorough understanding of the topic, building on concepts from strategic and operations management to marketing and HR management. The way an organisation manages their operations strategically can have a huge impact on its prospects – whether large or small, service or manufacturing, for-profit or not-for-profit, international or local. Operations strategy is fundamental to the success of any organisation and a major source of competitive advantage. The text encourages you to explore the key strategic decisions adopted by a wide range of organisations in different sectors, and is ideal for MBA students, upper-level undergraduates, postgraduates and executives. "Slack and Lewis have approached the ethical, societal, and environmental issues affecting business operations strategy in a ... Unknown localization key: "more"

Objev podobné jako Operations Strategy - Lewis Mike, Nigel Slack

In the digital era, the pace of technological advancement is unprecedented, and the interconnectivity of systems and processes has reached unprecedented levels. While this interconnectivity has brought about numerous benefits, it has also introduced new risks and vulnerabilities that can potentially disrupt operations, compromise data integrity, and threaten business continuity. In today''s rapidly evolving digital landscape, organisations must prioritise resilience to thrive. Digital resilience encompasses the ability to adapt, recover, and maintain operations in the face of cyber threats, operational disruptions, and supply chain challenges. As we navigate the complexities of the digital age, cultivating resilience is paramount to safeguarding our digital assets, ensuring business continuity, and fostering long-term success. Digital Resilience, Cybersecurity and Supply Chains considers the intricacies of digital resilience, its various facets, including cyber resilience, operational resilience, and supply chain resilience. Executives and business students need to understand the key challenges organisations face in building resilience and provide actionable strategies, tools, and technologies to enhance our digital resilience capabilities. This book examines real-world case studies of organisations that have successfully navigated the complexities of the digital age, providing inspiration for readersÂ’ own resilience journeys.

Objev podobné jako Digital Resilience, Cybersecurity and Supply Chains - Tarnveer Singh

An illustrated study of the development and operations of coalition and Afghan Special Operations Forces in Afghanistan from 2009 until the withdrawal in 2021.

Objev podobné jako US and Allied Special Operations Forces in Afghanistan, 2009–21 - John Parkinson

Enthralling tales of the sea, rivers and lakes from around the globe. Folklore of the seas and rivers has a resonance in cultures all over the world. Watery hopes, fears and dreams are shared by all peoples where rivers flow and waves crash. This fascinating book covers English sailor superstitions and shape-shifting pink dolphins of the Amazon, Scylla and Charybdis, the many guises of Mami Wata, the tale of the Yoruba River spirit, the water horses of the Scottish lochs, the infamous mystery of the Bermuda Triangle, and much more.Accompanied by stunning woodcut illustrations, popular authors Dee Dee Chainey and Willow Winsham explore the deep history and enduring significance of water folklore the world over, from mermaids, selkies and sirens to ghostly ships and the fountains of youth. With this book, Folklore Thursday aims to encourage a sense of belonging across all cultures by showing how much we all have in common.

Objev podobné jako Treasury of Folklore – Seas and Rivers - Dee Dee Chainey, Willow Winsham

This fully updated edition of the bestselling textbook on Health Service Operations Management provides an invaluable reference for students and researchers in the fields of healthcare management, operations management and patient flow logistics. Featuring theoretical frameworks and a comprehensive set of practical case studies, this book also covers subjects such as hospital planning and supply chain management in healthcare, quality assurance and performance management. Healthcare managers work together with healthcare professionals in a multitude of challenging scenarios. Trade-offs have to be made between waiting times for customers and efficient use of scarce resources, between quality of care and quality of services, between the perspective of a single pathway and the total system, and between the perspective of a single provider and that of a network of providers working together in the chain of primary care, hospitals, nursing homes and home care. This book guides healthcare students and professionals through a set of practical tools and resources, ranging from simple queueing models to more complicated analytical models, to help address these issues. The book can be used at an undergraduate level by introducing concepts, definitions and approaches, and at a postgraduate level through the application of approaches to operations management problems ... Unknown localization key: "more"

Objev podobné jako Operations Management for Healthcare - Jan Vissers, Sylvia Elkhuizen, Nathan Proudlove