Fundamentals of Business Process Management
Fundamentals of Business Process Management

Author: Marlon Dumas

Publisher: Springer

Published: 2018-03-23

Total Pages: 546

ISBN-13: 3662565099

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This textbook covers the entire Business Process Management (BPM) lifecycle, from process identification to process monitoring, covering along the way process modelling, analysis, redesign and automation. Concepts, methods and tools from business management, computer science and industrial engineering are blended into one comprehensive and inter-disciplinary approach. The presentation is illustrated using the BPMN industry standard defined by the Object Management Group and widely endorsed by practitioners and vendors worldwide. In addition to explaining the relevant conceptual background, the book provides dozens of examples, more than 230 exercises – many with solutions – and numerous suggestions for further reading. This second edition includes extended and completely revised chapters on process identification, process discovery, qualitative process analysis, process redesign, process automation and process monitoring. A new chapter on BPM as an enterprise capability has been added, which expands the scope of the book to encompass topics such as the strategic alignment and governance of BPM initiatives. The textbook is the result of many years of combined teaching experience of the authors, both at the undergraduate and graduate levels as well as in the context of professional training. Students and professionals from both business management and computer science will benefit from the step-by-step style of the textbook and its focus on fundamental concepts and proven methods. Lecturers will appreciate the class-tested format and the additional teaching material available on the accompanying website.

Ultimate Azure Data Scientist Associate (DP-100) Certification Guide
Ultimate Azure Data Scientist Associate (DP-100) Certification Guide

Author: Rajib Kumar De

Publisher: Orange Education Pvt Ltd

Published: 2024-06-26

Total Pages: 380

ISBN-13: 8197256225

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TAGLINE Empower Your Data Science Journey: From Exploration to Certification in Azure Machine Learning KEY FEATURES ● Offers deep dives into key areas such as data preparation, model training, and deployment, ensuring you master each concept. ● Covers all exam objectives in detail, ensuring a thorough understanding of each topic required for the DP-100 certification. ● Includes hands-on labs and practical examples to help you apply theoretical knowledge to real-world scenarios, enhancing your learning experience. DESCRIPTION Ultimate Azure Data Scientist Associate (DP-100) Certification Guide is your essential resource for achieving the Microsoft Azure Data Scientist Associate certification. This guide covers all exam objectives, helping you design and prepare machine learning solutions, explore data, train models, and manage deployment and retraining processes. The book starts with the basics and advances through hands-on exercises and real-world projects, to help you gain practical experience with Azure's tools and services. The book features certification-oriented Q&A challenges that mirror the actual exam, with detailed explanations to help you thoroughly grasp each topic. Perfect for aspiring data scientists, IT professionals, and analysts, this comprehensive guide equips you with the expertise to excel in the DP-100 exam and advance your data science career. WHAT WILL YOU LEARN ● Design and prepare effective machine learning solutions in Microsoft Azure. ● Learn to develop complete machine learning training pipelines, with or without code. ● Explore data, train models, and validate ML pipelines efficiently. ● Deploy, manage, and optimize machine learning models in Azure. ● Utilize Azure's suite of data science tools and services, including Prompt Flow, Model Catalog, and AI Studio. ● Apply real-world data science techniques to business problems. ● Confidently tackle DP-100 certification exam questions and scenarios. WHO IS THIS BOOK FOR? This book is for aspiring Data Scientists, IT Professionals, Developers, Data Analysts, Students, and Business Professionals aiming to Master Azure Data Science. Prior knowledge of basic Data Science concepts and programming, particularly in Python, will be beneficial for making the most of this comprehensive guide. TABLE OF CONTENTS 1. Introduction to Data Science and Azure 2. Setting Up Your Azure Environment 3. Data Ingestion and Storage in Azure 4. Data Transformation and Cleaning 5. Introduction to Machine Learning 6. Azure Machine Learning Studio 7. Model Deployment and Monitoring 8. Embracing AI Revolution Azure 9. Responsible AI and Ethics 10. Big Data Analytics with Azure 11. Real-World Applications and Case Studies 12. Conclusion and Next Steps Index

Smart Mobility
Smart Mobility

Author: Bob McQueen

Publisher: John Wiley & Sons

Published: 2024-07-25

Total Pages: 548

ISBN-13: 111984715X

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Comprehensive learning resource providing a framework for successful application of advanced transportation technologies in urban areas Smart Mobility: Using Technology to Improve Transportation in Smart Cities addresses the nature and characteristics of smart cities, providing a focus on smart mobility within urban areas and the opportunities and challenges associated with the application of advanced transportation technologies. The three highly qualified authors include an emphasis on decarbonization possibilities and the potential for smart mobility to reduce emissions and fuel consumption while optimizing modal use, along with risk identification and management using a structured approach. A focus is also placed on the need for end-to-end travel support from origin to ultimate destination, reflecting consumer needs for comprehensive decision support and travel support services. Overall, Smart Mobility provides a framework, planning, and KPIs for smart mobility success and explains how effective performance management can be enabled. Additional topics covered in this modern and thought-provoking work include: Policies and strategies associated with smart mobility, including a description of the organizational arrangements required to support smart mobility technologies The definition of appropriate institutional, funding, and commercial arrangements to assist interested practitioners to solve what is often their biggest challenge Coverage of smart mobility operational management, explaining the likely impact of smart mobility on transportation operations How to attain balance between transportation objectives and the avoidance of undesirable side effects such as congestion For public and private sector professionals in the smart mobility community, Smart Mobility is an essential and easy-to-understand learning resource that will help readers comprehend the state-of-the-art progress in the field and be prepared for future advancements in this important and rapidly-developing industry.

SYSTEMology
SYSTEMology

Author: David Jenyns

Publisher: Systemology

Published: 2020-11-18

Total Pages: 212

ISBN-13: 9780648871033

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Whether you've tried to systemise in the past or not, SYSTEMology provides a revolutionary approach to small business systems.

OCEB 2 Certification Guide
OCEB 2 Certification Guide

Author: Tim Weilkiens

Publisher: Morgan Kaufmann

Published: 2016-07-21

Total Pages: 206

ISBN-13: 012810984X

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OCEB 2 Certification Guide, Second Edition has been updated to cover the new version 2 of the BPMN standard and delivers expert insight into BPM from one of the developers of the OCEB Fundamental exam, offering full coverage of the fundamental exam material for both the business and technical tracks to further certification. The first study guide prepares candidates to take—and pass—the OCEB Fundamental exam, explaining and building on basic concepts, focusing on key areas, and testing knowledge of all critical topics with sample questions and detailed answers. Suitable for practitioners, and those newer to the field, this book provides a solid grounding in business process management based on the authors' own extensive BPM consulting experiences. - Completely updated, with the latest material needed to pass the OCEB-2 and BPMN Certification - Includes sample test questions in each chapter, with answers in the appendix - Expert authors provide a solid overview of business process management (BPM)

Business Process Management Workshops
Business Process Management Workshops

Author: Michael zur Muehlen

Publisher: Springer Science & Business Media

Published: 2011-05-10

Total Pages: 800

ISBN-13: 3642205100

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This book constitutes the thoroughly refereed post-workshop proceedings of nine international workshops held in Hoboken, NJ, USA, in conjunction with the 8th International Conference on Business Process Management, BPM 2010, in September 2010. The nine workshops focused on Reuse in Business Process Management (rBPM 2010), Business Process Management and Sustainability (SusBPM 2010), Business Process Design (BPD 2010), Business Process Intelligence (BPI 2010), Cross-Enterprise Collaboration, People, and Work (CEC-PAW 2010), Process in the Large (IW-PL 2010), Business Process Management and Social Software (BPMS2 2010), Event-Driven Business Process Management (edBPM 2010), and Traceability and Compliance of Semi-Structured Processes (TC4SP 2010). In addition, three papers from the special track on Advances in Business Process Education are also included in this volume. The overall 66 revised full papers presented were carefully reviewed and selected from 143 submissions.

Business Process Change
Business Process Change

Author: Paul Harmon

Publisher: Morgan Kaufmann

Published: 2003

Total Pages: 556

ISBN-13: 9781558607583

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Paul Harman focuses on the process change problems faced by today's managers. He summarizes the state of the art of business process analysis, presents a methodology based on best-practices and offers detailed case studies.

Enterprise, Business-Process and Information Systems Modeling
Enterprise, Business-Process and Information Systems Modeling

Author: Selmin Nurcan

Publisher: Springer

Published: 2013-06-20

Total Pages: 498

ISBN-13: 3642384846

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This book contains the refereed proceedings of the 14th International Conference on Business Process Modeling, Development and Support (BPMDS 2013) and the 18th International Conference on Exploring Modeling Methods for Systems Analysis and Design (EMMSAD 2013), held together with the 25th International Conference on Advanced Information Systems Engineering (CAiSE 2013) in Valencia, Spain, in June 2013. The 15 full papers, two experience reports, and three idea papers accepted for BPMDS were selected from 54 submissions and cover a wide spectrum of issues related to business process development, modeling, and support. They are grouped into sections on innovative representations for knowledge-intensive processes; business process management in practice; analysis of business process models; model-based business process analysis; flexible business process management; improvement and change patterns; and process model repositories . The 10 full and 2 short papers accepted for EMMSAD were chosen from 27 submissions and focus on exploring, evaluating, and enhancing current information modeling methods and methodologies. They are grouped in sections on advanced modelling; capturing design knowledge; method engineering; modelling process; specialized modelling; and modelling experiences.

High Performance Through Process Excellence
High Performance Through Process Excellence

Author: Mathias Kirchmer

Publisher: Springer Science & Business Media

Published: 2008-10-01

Total Pages: 183

ISBN-13: 354077825X

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Continuously changing customer and market requirements have become a dominating factor in today’s global business environment. Enterprises have to take smart decisions and execute fast. Innovation and agility become key success factors. Process excellence is the glue that brings everything together. The Management of Process Excellence (MPE) has become a main enabler of High Performance. It leads to a functioning "Real-Time Enterprise". MPE links strategy with people and technology, like Service-Oriented Architectures (SOA) or Web 2.0. Knowledge assets, such as Process Reference Models, increase productivity. Emergent Processes and Inter-enterprise Collaboration are addressed specifically. MPE delivers Process Governance for large organizations as well as for small and medium enterprises. The book addresses executives and managers as well as educators and students.