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Books > Business & Economics > Business & management > Management of specific areas > Production & quality control management

Technological Solutions for Modern Logistics and Supply Chain Management (Hardcover): Zongwei Luo Technological Solutions for Modern Logistics and Supply Chain Management (Hardcover)
Zongwei Luo
R4,892 Discovery Miles 48 920 Ships in 12 - 17 working days

As logistics operations and supply chain management play a vital role in smooth, timely connections and business activities, continued advancements made in these processes are essential. Technological Solutions for Modern Logistics and Supply Chain Management highlights theories and technological growth in applied research as well as advances in logistics, supply chains, and industry experiences. Aiming to enhance the expansions made towards an efficient and sustainable economy, this book is essential for providing researchers, practitioners and academicians with insight into a wide range of topics.

Managing the Digital Transformation - Aligning Technologies, Business Models, and Operations (Hardcover): Maciel M. Queiroz,... Managing the Digital Transformation - Aligning Technologies, Business Models, and Operations (Hardcover)
Maciel M. Queiroz, Samuel Fosso Wamba
R1,374 Discovery Miles 13 740 Ships in 12 - 17 working days

This book provides the key technologies involved in an organization's digital transformation. It offers a deep understanding of the key technologies (Blockchain, AI, Big Data, IoT, etc.) involved and details the impact, the decision-making process, and the interplay between technologies, business models, and operations. Managing the Digital Transformation: Aligning Technologies, Business Models, and Operations provides frameworks and models to support digital transformation projects. The book presents the importance of digital transformation as a resilience approach to the operations processes and business models. It covers the essential elements integrating the technology, the organizations, the operations, and supply chain management used to move toward digital transformation. Concepts and mini-case studies are included to provide a deeper understanding of digital transformation projects with a holistic view. The book also examines the role that digital transformation plays with consideration of inter-organizational and intra-organizational capabilities, along with the role of digital culture, the worker's skills, business models, reconfiguration, as well as an operations optimization angle. Practitioners, consultants, governments, managers, scholars, and anyone interested in digital transformation will find the contents of this book very useful.

Handbook of Research on Sustainable Supply Chain Management for the Global Economy (Hardcover): Ulas Akkucuk Handbook of Research on Sustainable Supply Chain Management for the Global Economy (Hardcover)
Ulas Akkucuk
R7,717 Discovery Miles 77 170 Ships in 12 - 17 working days

Many fields are beginning to implement developing practices that prove to be more efficient and environmentally friendly compared to traditional practices. This holds true for the realm of business, as organizations are redesigning their operations through the incorporation of sustainable methods. Research is needed on the specific techniques companies are using to promote efficiency and improved effectiveness using sustainability. Handbook of Research on Sustainable Supply Chain Management for the Global Economy is an essential reference source that discusses the incorporation of sustainability in various facets of business management. Featuring research on topics such as disruptive logistics, production planning, and renewable energy sources, this book is ideally designed for researchers, practitioners, students, managers, policymakers, academicians, economists, scholars, and educators seeking coverage on sustainable practices in supply chains to ensure a cleaner environment.

Technology, Human Performance, and Nuclear Facilities - A Systems Engineering Approach to Reduce Human Error (Hardcover):... Technology, Human Performance, and Nuclear Facilities - A Systems Engineering Approach to Reduce Human Error (Hardcover)
Jonathan K. Corrado
R1,385 Discovery Miles 13 850 Ships in 12 - 17 working days

This book statistically confirms that complexity and changing technologies that affect the way operators interact within the systems of the nuclear facili-ties exacerbate the severity of incidents caused by human error and details the application of the systems engineering process to reduce human error given industries' rapidly advancing technology. Technology, Human Performance, and Nuclear Facilities: A Systems Engineering Approach to Reduce Human Error provides a basic understand-ing of Human Error/ P erformance and its relation to industrial operations and advancing technologies incorporated into facilities. The book discusses the context surrounding the complexity of changing technologies at nuclear facili-ties and the potential worsening of problems caused by human error when technology advancements concerning operator interaction with control sys-tems are implemented. It presents how to reduce human error propensity given the incorporation of advanced technology and covers ways to reduce human error using the systems engineering process. Also offered are several concepts related to the operator's involvement in the systems engineering process and the human performance integration with system operational requirements and system testing, evaluation, and validation, and the procedures and training development in the systems engineering process. This book presents empirical evidence for the importance of human performance management in the con-text of nuclear facilities and offers practical recommendations for the improve-ment of this function. Systems engineers, plant/ design engineers, the nuclear industry, plant operations management, and those involved in industrial and nuclear safety will find something of interest in this book.

Infrastructure Procurement and Funding - Harnessing Investment to Deliver a Better Future (Hardcover): Sharon Mcclements Infrastructure Procurement and Funding - Harnessing Investment to Deliver a Better Future (Hardcover)
Sharon Mcclements
R3,873 Discovery Miles 38 730 Ships in 12 - 17 working days

Identifies and appraises public and private finance and investment mechanisms that deliver sustainable infrastructure investment globally, nationally and regionally Infrastructure investment will grow in the wake of the Covid 19 pandemic as governments seek to stimulate their economies

Engineering Pedagogy Towards Outcome-Based Education (Hardcover): Kaushik Kumar Engineering Pedagogy Towards Outcome-Based Education (Hardcover)
Kaushik Kumar
R3,043 Discovery Miles 30 430 Ships in 12 - 17 working days

Highlights a clear and concise presentation through adequate study material Follows a systematic approach to explicate fundamentals as well as recent advances Incorporates various case studies for major topics as well as numerous academic examples Uses simple, lucid, and a richly annotated writing style targeted at student readers Offers an exhaustive repertoire of Engineering Pedagogy and its application to the current education system

Mind the Tech Gap - Addressing the Conflicts between IT and Security Teams (Paperback): Nikki. Robinson Mind the Tech Gap - Addressing the Conflicts between IT and Security Teams (Paperback)
Nikki. Robinson
R1,071 R1,015 Discovery Miles 10 150 Save R56 (5%) Ships in 12 - 17 working days

1. Learn best practices for every facet of management 2. Learn what type of leader you need to be to succeed 3. Maximize employee engagement and retention among staff 4. Develop your staff's talent to full potential 5. Learn where the future of management is headed

Modelling Techniques for Business Process Re-engineering and Benchmarking (Hardcover, 1997 ed.): Guy Doumeingts, J. Browne Modelling Techniques for Business Process Re-engineering and Benchmarking (Hardcover, 1997 ed.)
Guy Doumeingts, J. Browne
R5,665 Discovery Miles 56 650 Ships in 10 - 15 working days

Today enterprises must strive to improve their competitiveness in a changing environment. To reach this objective it is necessary for companies to evaluate their performances and to combine modelling, business process re-engineering and benchmarking techniques. This book demonstrates the successful combination and implementation of these various techniques.

Airimagination - Extending the Airline Business Boundaries (Hardcover): Nawal K. Taneja Airimagination - Extending the Airline Business Boundaries (Hardcover)
Nawal K. Taneja
R1,510 Discovery Miles 15 100 Ships in 12 - 17 working days

Renowned airline business visionary and sage adviser, Nawal Taneja, offers insights, inspiration, and practical measures, based on his extensive experience and practices in other businesses, on how high-level airline decision makers can extend the boundaries of their businesses to adapt to the dramatically changing lifestyles of consumers, now accelerated by the global pandemic

Digital Transformation and Knowledge Management (Paperback): Lucia Marchegiani Digital Transformation and Knowledge Management (Paperback)
Lucia Marchegiani
R1,215 Discovery Miles 12 150 Ships in 12 - 17 working days

Knowledge capital is at the core of the socio-economic global system. Profit and not-for profit firms, institutions, and organizations, in general, face unique opportunities and threats related to knowledge management. Digital technologies and digital transformation offer a wide array of opportunities for value creation. At the same time, organizations need to foster newer, faster, and more dynamic ways of mobilizing and managing knowledge. Emerging trends, such as artificial intelligence, collective intelligence, agile methodologies, open innovation, and co-creation enable new business models and managerial paradigms that need to be understood and conceptualized. This book offers an extensive overview of the most recent trends in knowledge management and the most advanced theoretical approaches, while, at the same time, providing a wide array of case studies and evidence-based knowledge management practices. It takes into account the interrelation between ICT and knowledge management challenges, in terms of human/non-human interactions, which requires extraordinary organizational change and renewal. Further, the book presents an up-to-date examination of and guidance for the implementation of knowledge management in an era of unprecedented human/non-human interaction. The book conveys the results of more than a decade of research and applied experience in the field of knowledge management carried out by the author. It is intended not only for students and academics but also for managers and practitioners who are interested in deepening their understanding of knowledge and learning.

Describing Construction - Industries, Projects and Firms (Hardcover): Jim Meikle, Rick Best Describing Construction - Industries, Projects and Firms (Hardcover)
Jim Meikle, Rick Best
R4,459 Discovery Miles 44 590 Ships in 12 - 17 working days

This third book from editors Rick Best and Jim Meikle brings together and presents insights into a number of key concepts in the study of construction firms, projects and the group of activities that loosely define the construction industry. The value for readers comes from the collection of a variety of topics in a single volume, which provide a basic understanding of the complexities of construction as more than a set of practical concerns such as labour management and materials handling. Instead, the focus is on analysis of the industry and its component parts from the viewpoints of construction economists and others seeking to understand the drivers and challenges that shape an area of economic activity that is a major contributor in all economies. The aim of this book is to provide an overview and discussion of several aspects of what makes construction tick. It is unlike other industry sectors in many ways, being project-based with often intense competition for work. Where the first book, Measuring Construction, focused on particular areas associated with quantifying various aspects of construction activity and the second, Accounting for Construction, looked more at how we record and report on construction activity, Describing Construction gives readers the views of experts in the field of how the construction industry is described, what its make-up is, it even asks the question: is construction a single industry? This book will change the way most readers understand the 'construction industry', whatever that may be, not from the point of view of visible on-site activities, but through a scientific approach to analysis and understanding of how projects, firms and various sectors of the industry work and how things are changing and may continue to change in future. It is essential reading for students and researchers in construction management, quantity surveying, architecture and engineering.

Simulation Modelling - Concepts, Tools and Practical Business Applications (Hardcover): Andrew Greasley Simulation Modelling - Concepts, Tools and Practical Business Applications (Hardcover)
Andrew Greasley
R3,910 Discovery Miles 39 100 Ships in 12 - 17 working days

While simulation has a vast area of application, this textbook focuses on the use of simulation to analyse business processes. It provides an up-to-date coverage of all stages of the discrete-event simulation (DES) process, covering important areas such as conceptual modelling, modelling input data, verification and validation and simulation output analysis. The book is comprehensive yet uncomplicated, covering the theoretical aspects of the subject and the practical elements of a typical simulation project, demonstrated by cases, examples and exercises. It also shows how simulation relates to new developments in machine learning, big data analytics and conceptual modelling techniques. Guidance is provided on how to build DES models using the Arena, Simio and Simul8 simulation software, and tutorials for using the software are incorporated throughout. Simulation Modelling offers a uniquely practical and end-to-end overview of the subject, which makes it perfect required or recommended reading for advanced undergraduate and postgraduate students studying business simulation and simulation modelling as part of operations research, business analytics, supply chain management and computer science courses.

Fundamentals of Preventive Maintenance (Paperback, Special ed.): John M Gross Fundamentals of Preventive Maintenance (Paperback, Special ed.)
John M Gross
R732 R682 Discovery Miles 6 820 Save R50 (7%) Ships in 12 - 17 working days

"Plant engineers and maintenance managers know from experience: All manufacturing equipment will break down, often at the worst possible moment. To survive in today's lean-and-mean manufacturing environment, companies must head off these breakdowns with a preventive-maintenance management program that is both systematic and flexible -- and geared toward minimizing downtime and maximizing equipment life.

"Fundamentals of Preventive Maintenance" provides readers with an easy-to-follow, economically sensible maintenance and workorder management program. This results-driven guidebook outlines a 7-step process for designing and implementing the program, describing what needs to be done -- and why. Designed to transform an often unwieldy program into one that can be effectively managed, it provides hands-on techniques for:

* Establishing critical scheduling protocols

* Managing the daily workorder schedule

* Developing and issuing preventive maintenance workorders

* Monitoring the program and making improvements"

Introduction to Project Management - A Source Book for Traditional PM Basics (Hardcover): Davies A. Igberaese Introduction to Project Management - A Source Book for Traditional PM Basics (Hardcover)
Davies A. Igberaese
R4,595 Discovery Miles 45 950 Ships in 12 - 17 working days

Clear and easy to follow style and varied professional experience of the author make this book stand out from the other more complex Project Management books on the market Comprehensive coverage, illuminating examples, practical discussions, and clear guidelines on how to apply the tools and techniques of project management Aligned with the latest edition of the Project Management Institute's (PMI) Project Management Body of Knowledge (PMBOK) Inclusion of Templates for the various Subsidiary Project Management Plans makes the book a practical asset for beginners

The Green Six Sigma Handbook - A Complete Guide for Lean Six Sigma Practitioners and Managers (Paperback): Ron Basu The Green Six Sigma Handbook - A Complete Guide for Lean Six Sigma Practitioners and Managers (Paperback)
Ron Basu
R1,390 Discovery Miles 13 900 Ships in 12 - 17 working days

This book is a hands-on single-source reference of tools, techniques, and processes integrating both Lean and Six Sigma. This comprehensive handbook provides up-to-date guidance on how to use these tools and processes in different settings, such as start-up companies and stalled projects, as well as establish enterprises where the ongoing drive is to improve processes, profitability, and long-term growth. It contains the "hard" Six Sigma approach as well as the flexible approach of FIT SIGMA, which is adaptable to manufacturing and service industries and also public sector organisations. You will also discover how climate change initiatives can be accelerated to sustainable outcomes by the holistic approach of Green Six Sigma. The book is about what we can do now with leadership, training, and teamwork in every sphere of our businesses. Lean, originally developed by Toyota, is a set of processes and tools aimed at minimising wastes. Six Sigma provides a set of data-driven techniques to minimise defects and improve processes. Integrating these two approaches provides a comprehensive and proven approach that can transform an organisation. To make change happen, we need both digital tools and analog approaches. We know that there has been a continuous push to generate newer approaches to operational excellence, such as Total Quality Management, Six Sigma, Lean Sigma, Lean Six Sigma, and FIT SIGMA. It is vital that we harness all our tools and resources to regenerate the economy after the Covid-19 pandemic and make climate change initiatives successful for the survival of our planet. Six Sigma and its hybrids (e.g., Lean Six Sigma) should also play a significant part. Over the last three decades, operational performance levels of both public sector and private sector organisations improved significantly and Lean Six Sigma has also acted as a powerful change agent. We urgently need an updated version of these tools and approaches. The Green Six Sigma Handbook not only applies appropriate Lean and Six Sigma tools and approaches, fitness for the purpose, but it aims at sustainable changes. This goal of sustainability is a stable bridge between Lean Six Sigma and climate change initiatives. Hence, when the tools and approaches of Lean Six Sigma are focused and adapted primarily to climate change demands, we get Green Six Sigma.

Introduction to Project Management - A Source Book for Traditional PM Basics (Paperback): Davies A. Igberaese Introduction to Project Management - A Source Book for Traditional PM Basics (Paperback)
Davies A. Igberaese
R1,053 Discovery Miles 10 530 Ships in 12 - 17 working days

Clear and easy to follow style and varied professional experience of the author make this book stand out from the other more complex Project Management books on the market Comprehensive coverage, illuminating examples, practical discussions, and clear guidelines on how to apply the tools and techniques of project management Aligned with the latest edition of the Project Management Institute's (PMI) Project Management Body of Knowledge (PMBOK) Inclusion of Templates for the various Subsidiary Project Management Plans makes the book a practical asset for beginners

Pricing for Profit - How to Command Higher Prices for Your Products and Services (Paperback, Special Ed.): Dale Furtwengler Pricing for Profit - How to Command Higher Prices for Your Products and Services (Paperback, Special Ed.)
Dale Furtwengler
R362 Discovery Miles 3 620 Ships in 12 - 17 working days

Many small business owners are trapped by industry pricing and market misconceptions, when they could be compensated for the true value of the product or service being offered. The low price they feel compelled to offer limits their ability to generate profits which, in turn, slows their response to changing customer needs. The good news is that a business can command almost any price it chooses by focusing on the value--not the cost--to the customer. Pricing for Profit shows businesspeople how to break out of the stranglehold of industry pricing and charge more for their wares (regardless of the competition) without alienating their customers. Readers will learn how to: - Quantify the value of their products or services - Distinguish between price buyers and value buyers - Bundle their offerings for competitive advantage and increased customer value - Craft a powerful marketing message that communicates value - Generate more unit sales and close more sales overall, at higher prices - Make more money with less effort Filled with easy-to-use formulas, sample scripts, clear examples, instructive exercises, and more, this accessible and practical guide is a must-read for businesspeople who want to be well-paid for the value they provide.

Stochastic Modeling and Optimization of Manufacturing Systems and Supply Chains (Hardcover, 2003 ed.): J. George Shanthikumar,... Stochastic Modeling and Optimization of Manufacturing Systems and Supply Chains (Hardcover, 2003 ed.)
J. George Shanthikumar, David D. Yao, W.H.M. Zijm
R4,353 Discovery Miles 43 530 Ships in 12 - 17 working days

This volume originates from two workshops, both focusing on themes that are reflected in the title of the volume. The first workshop took place at Eindhoven University of Technology, April 24-26, 2001, on the occasion of the University granting a doctorate honoris causa to Profes sor John A. Buzacott. The second workshop was held on June 15, 2002 at Cornell University (preceding the annual INFORMSjMSOM Confer ence), honoring John's retirement and his lifetime contributions. Each of the two workshops consisted of about a dozen technical presentations. The objective of the volume, however, is not to simply publish the proceedings of the two workshops. Rather, our objective is to put to gether a select set of articles, each organized into a well-written chapter, focusing on a timely topic. Collected into a single volume, these chapters aim to serve as a useful reference for researchers and practitioners alike, and also as reading materials for graduate courses or seminars."

Laser-Based Additive Manufacturing of Metal Parts - Modeling, Optimization, and Control of Mechanical Properties (Paperback):... Laser-Based Additive Manufacturing of Metal Parts - Modeling, Optimization, and Control of Mechanical Properties (Paperback)
Linkan Bian, Nima Shamsaei, John Usher
R1,207 Discovery Miles 12 070 Ships in 12 - 17 working days

Laser-Based Additive Manufacturing (LBAM) technologies, hailed by some as the "third industrial revolution," can increase product performance, while reducing time-to-market and manufacturing costs. This book is a comprehensive look at new technologies in LBAM of metal parts, covering topics such as mechanical properties, microstructural features, thermal behavior and solidification, process parameters, optimization and control, uncertainty quantification, and more. The book is aimed at addressing the needs of a diverse cross-section of engineers and professionals.

Computer-Aided Inspection Planning - Theory and Practice (Paperback): Abdulrahman Al-Ahmari, Emad Abouel Nasr, Osama Abdulhameed Computer-Aided Inspection Planning - Theory and Practice (Paperback)
Abdulrahman Al-Ahmari, Emad Abouel Nasr, Osama Abdulhameed
R1,037 Discovery Miles 10 370 Ships in 12 - 17 working days

The inspection process is one of the most important steps in manufacturing industries because it safeguards high quality products and customer satisfaction. Manual inspection may not provide the desired accuracy. This book introduces and implements a new methodology and develops the supporting technologies for automated inspection planning based on Computer Aided Design (CAD) models. It also provides and implements an efficient link for automated operation based on Coordinate Measuring Machine (CMM). The link's output is a DMIS code programming file based on the inspection planning table that is executed on CMM.

Digitalised Talent Management - Navigating the Human-Technology Interface (Paperback): Sharna Wiblen Digitalised Talent Management - Navigating the Human-Technology Interface (Paperback)
Sharna Wiblen
R633 Discovery Miles 6 330 Ships in 12 - 17 working days

This book focuses on digitalised talent management-the use of information technologies in talent management. The book affords theoretically, methodologically and empirically informed insights that are especially salient given the need for executives and organisations to balance the role of humans and technology, while ensuring competitiveness in this interconnected and increasingly digital world. In doing so, the book will shape and contribute to academic and industry-based conversations about the role of technological innovations in enabling organizations to transition towards digital ways of organising talent, as well as the associated implications for the who, what, where, when, and why of talent management as stakeholders decide which aspects of talent management can be delegated to technology, and those that require human agency. This book adds value by assembling subject matter experts currently siloed within traditional research domains whilst also highlighting the complexity of managing talent. By synthesising content from world-leading academics who herald from various backgrounds, the book will instigate, shape and contribute to conversations about both the promises and perils of digitalised talent management and the extent to which judgments and decisions about an organisations most valuable asset-it's talent-should be delegated to non-human agents. This book will be of interest to researchers, academics and students in the fields of talent management and organisational design, especially those interested in digital ways of working, managing and leading.

Digital Supply Chain Leadership - Reshaping Talent and Organizations (Paperback): Murugan Anandarajan, David Kurz Digital Supply Chain Leadership - Reshaping Talent and Organizations (Paperback)
Murugan Anandarajan, David Kurz
R1,206 Discovery Miles 12 060 Ships in 12 - 17 working days

Strong leadership is necessary to drive the transformational change required to build and apply digital capabilities across organizations. Digital transformation in the supply chain is a leadership problem first and foremost. This book draws out some of the key digital business strategies supply chain leaders must become familiar with as they take on the responsibilities of leading transformations within their firms. The central rationale of the book is to establish a clear business case for the performance shifts and opportunities of the Digital Supply Chain. The benefits of a digital supply chain for firms can be summarized as uniquely reducing the amount of trade-off between costs and customer satisfaction. The challenges, complexity, and management involved in transforming to a digital supply chain have slowed many firms in their implementation. The key to unlocking this value and advantage is a new, robust, and digitally aware supply chain leadership mindset. It will provide readers with a practical Digital Supply Chain Leadership Road Map that will accelerate actions in technology, analytics, talent and business models. The road map to digital transformation will step the reader through these critical dimensions and illustrate how they can support their own organizational transformation by developing greater levels of maturity. This book will be most valued by supply chain leaders in medium to large scale organizations, as well as consultants and academics interested in digital business and supply chain transformation. The book will also be valuable for students studying digital transformation, supply chain, and operations.

The Routledge Companion to Technology Management (Hardcover): Tugrul Daim, Marina Dabic, Yu-Shan Su The Routledge Companion to Technology Management (Hardcover)
Tugrul Daim, Marina Dabic, Yu-Shan Su
R6,193 Discovery Miles 61 930 Ships in 12 - 17 working days

Brings together an international range of expertise. Designed to facilitate the development of management frameworks adaptable for a wide range of organizations, as well as an overview of the development and integration of technology in advanced and emerging economies. Essential comprehensive source of new and emerging approaches for researchers and advanced students in engineering and technology management, as well as professionals seeking an authoritative global reference source.

Supply Chain Excellence - A Handbook for Dramatic Improvement Using the SCOR Model (Paperback, Third Edition): Peter Bolstorff,... Supply Chain Excellence - A Handbook for Dramatic Improvement Using the SCOR Model (Paperback, Third Edition)
Peter Bolstorff, Robert Rosenbaum
R682 R631 Discovery Miles 6 310 Save R51 (7%) Ships in 12 - 17 working days

The Supply Chain Operation Reference (SCOR) framework is a proven solution to the ever-present business struggle of strengthening and improving company-wide processes. This leading cross-industry model for maximizing efficiency provides you with a lasting competitive advantage, revealing the key to achieving flawless production in a compressed timeline. By incorporating the proven Supply Chain Council DCOR and CCOR models to expand the process scope, Supply Chain Excellence offers a comprehensive look at the entire value chain process and provides you with a step-by-step guide for implementing an improvement strategy that will help your organization succeed. With examples and insights from nearly one hundred supply chain improvement projects to draw from, you will learn how to: identify the causes of misalignment in their company; utilize a scorecard to analyze and evaluate their current processes; strategize, prioritize, and implement a new method; incorporate management techniques such as Six Sigma and Lean; and quantify the financial value of supply chain improvement. Supply Chain Excellence also adapts the use of the SCOR model for an SAP environment, global enterprises, and small businesses to help any organization keep its sales, manufacturing, distribution, and inventory moving in perfect synchronization.

Design Thinking - A Forefront Insight (Hardcover): Kaushik Kumar, Muralidhar Kurni Design Thinking - A Forefront Insight (Hardcover)
Kaushik Kumar, Muralidhar Kurni
R3,175 Discovery Miles 31 750 Ships in 12 - 17 working days

1) Introduces a concept with wide ranging applications throughout engineering, from design to business, with case studies as practical examples 2) Provides applications to emerging technologies such as mobile app development and provides online tools to aid readers in practicing Design Thinking 3) Relates Design thinking to artificial intelligence, devops and machine learning 4) Aids students and professionals in gaining experience to prepare for a job in various industries 5) Applies Design Thinking to multiple hot topics such as sustainability

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