supply chain analytics and modelling dr nicoleta tipi

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

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

Develop your understanding of the essential issues in sustainable management and responsible business development. Global issues including climate change, migration, and population development mean that sustainability management has never been a more vital area of concern for organisations and businesses worldwide. This engaging textbook will help to support your understanding of key issues and debates and enable you to apply sustainability concepts and theories to real-world management scenarios. Divided into three parts, the concise chapters provide a foundation in the history, concepts and definitions of sustainable development, before exploring perspectives of different stakeholders including employees, consumers, and investors. The final part addresses how sustainability tools and strategies can be applied across management functions including marketing, HRM, supply chain management, and accounting. Chapters are rich with learning features including fifty case examples of ''sustainability in business'' designed to illustrate both good and bad business practices from across the globe. ''Sustainability in society'' and ''sustainability in research'' boxes further connect the topics explored to wider societal concerns and the latest academic research to support your studies. Whether you are looking ahead to your future career, or developing your professional skills, this textbook is essential reading for all those aiming to learn more ... Unknown localization key: "more"

Objev podobné jako Sustainability Management: Concepts, Instruments, and Stakeholders - Rudiger Hahn

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This book provides a step-by-step guide to implementing lean at SMEs using an approach that has been tested and fine-tuned at over a hundred organizations across India, South East Asia and the Middle East. The book approaches Lean through an implementation project cycle flow and enables the reader to understand the imperative for Lean, how to diagnose current operations, how to plan and deploy Lean and shows a path for long-term sustenance. Diverse situations such as meeting the demand fluctuations, designing a facility, or improving profit margin etc. are included in the case studies from multiple sectors, to ensure that every reader finds a situation similar to their organizational situation. While the publicly available literature on lean offers a large collection of tools and techniques, given each organization’s unique context, the choice of the right sequence of tools differ. The book offers guidelines in terms of which solutions work in which context, backed by real-cases, which is a big help to the resource constrained SMEs. This book is an equally good resource for the organizations that have already implemented lean, as it provides realistic pointers about sustaining, tackling supply chain uncertainties and going beyond Lean by integrating emerging technologies and ... Unknown localization key: "more"

Objev podobné jako Lean Management for Small and Medium Sized Enterprises - Ganesh Mahadevan, Kalyana C. Chejarla

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 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

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

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

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

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

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

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

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

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

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

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

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

The last decade has witnessed the rise of big data in game development as the increasing proliferation of Internet-enabled gaming devices has made it easier than ever before to collect large amounts of player-related data. At the same time, the emergence of new business models and the diversification of the player base have exposed a broader potential audience, which attaches great importance to being able to tailor game experiences to a wide range of preferences and skill levels. This, in turn, has led to a growing interest in data mining techniques, as they offer new opportunities for deriving actionable insights to inform game design, to ensure customer satisfaction, to maximize revenues, and to drive technical innovation. By now, data mining and analytics have become vital components of game development. The amount of work being done in this area nowadays makes this an ideal time to put together a book on this subject.Data Analytics Applications in Gaming and Entertainment seeks to provide a cross section of current data analytics applications in game production. It is intended as a companion for practitioners, academic researchers, and students seeking knowledge on the latest practices in game data mining. The chapters have been chosen in ... Unknown localization key: "more"

Objev podobné jako Data Analytics Applications in Gaming and Entertainment

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

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

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

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

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

A balanced and holistic approach to business analytics Business Analytics teaches the fundamental concepts of modern business analytics and provides vital tools in understanding how data analysis works in today''s organisations. Author James Evans takes a fair and comprehensive, approach, examining business analytics from both descriptive and predictive perspectives. Students learn how to apply basic principles, communicate with analytics professionals, and effectively use and interpret analytic models to make better business decisions. And included access to commercial grade analytics software gives students real-world experience and career-focused value. As such, the 3rd Edition has gone through an extensive revision and now relies solely on Excel, enhancing students'' skills in the program and basic understanding of fundamental concepts.

Objev podobné jako Business Analytics, Global Edition - James Evans

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

As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available.Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including:Interactive visualisationSimulation and modellingGeospatial data analysisSpatiotemporal analysisMachine learningGenomic data analysisSocial network analysisOffering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science.

Objev podobné jako Sports Analytics - Allistair McRobert, Peter O'Donoghue, Giles Oatley, Ambikesh Jayal

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

Analytical skills are in high demand but short supply. Through a unique combination of data visualisation and analytics (both theoretical and applied), this ground-breaking textbook provides you with the expertise to analyse, interpret and communicate data with confidence, to inform real-world decision-making. Key features include: • Clear signalling of introductory, intermediate and advanced content • An entire chapter dedicated to data visualisation, introducing Tableau for storytelling with data • Motivational cases throughout showing how the theory relates to real life • A wide variety of end-of-chapter exercises to test your understanding of the topics covered • Online examples and datasets to help you master your analytics skills through hands-on learning Lecturers also have  access a range of online resources developed to support teaching, including a Teaching Guide, solutions to end-of-chapter exercises, PowerPoints and a testbank. Business Analytics: Applied Modelling and Prediction is suitable for undergraduate and postgraduate students of Business Analytics. Dr James Abdey is an Associate Professor (Education) in Statistics at The London School of Economics and Political Science (LSE).

Objev podobné jako Business Analytics - James Abdey

In The Sweet Spot, Michael Chiles explores the art of teacher explanation and modelling in teaching students what they need to know. Delving into the research, Michael sets out the reasons why the art of telling and showing students underpin effective teaching and learning. Armed with research-based evidence, Michael looks at a range of efficient and effective strategies teachers can use in their own classrooms to expertly explain and model their subject. In the final part of the book, Michael is joined by teachers across the broad range of subjects in the primary and secondary phases to share how they teach one difficult concept within their own subject.

Objev podobné jako The Sweet Spot: Explaining and modelling with precision - Michael Chiles

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

The theory of dynamical systems, or mappings, plays an important role in various disciplines of modern physics, including celestial mechanics and fluid mechanics. This comprehensive introduction to the general study of mappings has particular emphasis on their applications to the dynamics of the solar system. The book forms a bridge between continuous systems, which are suited to analytical developments and to discrete systems, which are suitable for numerical exploration. Featuring chapters based on lectures delivered at the School on Discrete Dynamical Systems (Aussois, France, February 1996) the book contains three parts - Numerical Tools and Modelling, Analytical Methods, and Examples of Application. It provides a single source of information that, until now, has been available only in widely dispersed journal articles.

Objev podobné jako Analysis and Modelling of Discrete Dynamical Systems

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

A Practical Approach to Advanced Mathematical Modelling in Civil Engineering introduces advanced mathematical techniques and modelling concepts through real-world practical applications in key areas of Civil Engineering. It fills a crucial gap in the existing literature by using examples from structural analysis, coastal processes, and soil behaviour. The authors approach to teaching has been developed over years of experience and aims to engage readers by demonstrating the universal utility of mathematical methods in solving engineering challenges. The chapters are designed around engineering subject areas such as structural, transportation, and geotechnical engineering. A focus on engineering rather than mathematical concepts helps students of engineering to concentrate on real-world applications and prescribe available mathematical techniques to each, as well as being useful for expanding the knowledge of already practicing engineers. The appendix backs this learning up with basic engineering mathematics, providing a comprehensive resource for all levels from undergraduate and graduate engineering students. Those already familiar with the basics can turn to the appendix at a later date to revisit their knowledge.The book will also be accompanied by a companion website hosting downloadable ready-to-use computer programs and code addressing real-world engineering problems, designed in the popular programming environment MATLAB. For those who ... Unknown localization key: "more"

Objev podobné jako A Practical Approach to Advanced Mathematical Modelling in Civil Engineering - Hamid Bahai, Yurui Fan, Theodosios K. Papathanasiou, Mohammad Heida

Stochastic Modelling of Big Data in Finance provides a rigorous overview and exploration of stochastic modelling of big data in finance (BDF). The book describes various stochastic models, including multivariate models, to deal with big data in finance. This includes data in high-frequency and algorithmic trading, specifically in limit order books (LOB), and shows how those models can be applied to different datasets to describe the dynamics of LOB, and to figure out which model is the best with respect to a specific data set. The results of the book may be used to also solve acquisition, liquidation and market making problems, and other optimization problems in finance.FeaturesSelf-contained book suitable for graduate students and post-doctoral fellows in financial mathematics and data science, as well as for practitioners working in the financial industry who deal with big dataAll results are presented visually to aid in understanding of conceptsDr. Anatoliy Swishchuk is a Professor in Mathematical Finance at the Department of Mathematics and Statistics, University of Calgary, Calgary, AB, Canada. He got his B.Sc. and M.Sc. degrees from Kyiv State University, Kyiv, Ukraine. He earned two doctorate degrees in Mathematics and Physics (PhD and DSc) from the prestigious National Academy of Sciences ... Unknown localization key: "more"

Objev podobné jako Stochastic Modelling of Big Data in Finance - Anatoliy Swishchuk

*** #1 SUNDAY TIMES BESTSELLER ***''Immensely helpful...a tome of medical knowledge. I''m mildly obsessed by Louise Newson. Buy the book!'' Davina McCall''What a brilliant, helpful and straight-forward guide to menopause. I wish I could have had it when I first had symptoms, it would have made a huge difference to me'' Louise Minchin''This book is indispensable. Keep it by your bedside. It will transform your life. Dr Louise is a miracle worker'' Lorraine KellyTake charge of your menopause and feel greatDr Louise Newson is the UK''s leading menopause specialist, and she''s determined to help women thrive during the menopause.Despite being something that almost every woman will experience at some point in their lives, misdiagnosis, misinformation and stigma are commonplace. In Preparing for the Perimenopause and Menopause, Dr Newson will demystify the menopause and show why every woman should be perimenopause aware, regardless of their age.Drawing on new research and empowering patient stories from a diverse range of women who have struggled to secure adequate treatment and correct diagnosis, Dr Newson will equip you with expert advice on:· Common and ''taboo'' symptoms to look out for· HRT treatment options· Going through an early menopause· Getting a good night sleep· Optimising your ... Unknown localization key: "more"

Objev podobné jako Preparing for the Perimenopause and Menopause - Dr Louise Newson

Develop a deeper understanding of mathematical concepts and their applications with new and updated editions from our bestselling series.- Build connections between topics using real-world contexts that develop mathematical modelling skills, thus providing your students with a fuller and more coherent understanding of mathematical concepts.- Develop fluency in problem-solving, proof and modelling with plenty of questions and well-structured exercises.- Overcome misconceptions and develop mathematical insight with annotated worked examples.- Enhance understanding and map your progress with graduated exercises that support you at every stage of your learning.

Objev podobné jako MEI Further Maths: Modelling with Algorithms - Jan Dangerfield

A search and find activity book for readers aged 3+ featuring illustrations from Dr Seuss’s best-loved stories!Immerse yourself in the world of Dr Seuss in this brilliant search and find book! Combining illustrations from ten of Dr Seuss''s best-loved stories, join your favourite characters and spot the details within the busy scenes. Look high for Whos, search low for the Lorax and experience Dr Seuss''s memorable illustrations as never before. The perfect activity book to return to again and again for endless fun!

Objev podobné jako The World of Dr Seuss: A Search and Find Book - Dr. Seuss

''Louise is a voice you can really trust. I''ve learnt so much from her and now you can too.'' - Holly Willoughby''Dr Louise is a miracle worker'' - Lorraine Kelly''Louise is my No. 1 go-to when it comes to anything menopause and this book is perfect for when I''m worried about anything.''- Alison Hammond''Louise Newson is wonderful... a real expert in her field.'' - Joe WicksYour complete, expert, evidence-based guide to the perimenopause and menopause.Dr Louise Newson is fast becoming the leading medical expert on hormone health. This revised and expanded edition of her bestselling book has all the information and advice you need to understand the impact of low hormone levels on your perimenopause symptoms as well as on your future health post-menopause. There''s an up-to-date guide to HRT doses, how to deal with HRT availability fluctuations, new research on testosterone and its benefits beyond libido boosting and startling findings on how low hormones can increase our propensity towards addictive behaviours, including intake of alcohol. New interviews with experts including Dr Lisa Mosconi discuss pertinent questions such as whether HRT can reduce the risk of dementia, and new case studies from Newson Health reveal essential research on how hormone ... Unknown localization key: "more"

Objev podobné jako The Definitive Guide to the Perimenopause and Menopause - The Sunday Times bestseller 2024 - Dr Louise Newson

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