Data Driven Organization Design
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Data Driven Organization Design
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Author : Rupert Morrison
language : en
Publisher: Kogan Page Publishers
Release Date : 2015-10-03
Data Driven Organization Design written by Rupert Morrison and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-03 with Business & Economics categories.
SHORTLISTED: CMI Management Book of the Year 2017 - Management Futures Category Data is changing the nature of competition. Making sense of it is tough; taking advantage of it is even tougher. There is a clear business opportunity for organizations to use data and analytics to transform business performance. Data-driven Organization Design provides a practical framework for HR and organization design practitioners to build a baseline of data, set objectives, carry out fixed and dynamic process design, map competencies, and right-size the organization so everyone performs to their potential and organizations have a hope of getting and sustaining a competitive edge. Data-driven Organization Design shows how to collect the right data on organizations, present it meaningfully and ask the right questions of it to help complex, fluid organizations constantly evolve and meet moving objectives. Through the use of case studies, practical tips, and sample exercises, it explains in detail how to use data and analytics to connect all the elements of the system so you can design an environment for people to perform, an organization which has the right people, in the right place, doing the right things, at the right time. Whether you are looking to implement a long-term transformation, large redesign, or a one-off small scale project, Data-driven Organization Design will guide you through making the most of organizational data and analytics to drive business performance.
Data Driven Organization Design
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Author : Rupert Morrison
language : en
Publisher: Kogan Page Publishers
Release Date : 2021-10-03
Data Driven Organization Design written by Rupert Morrison and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-03 with Business & Economics categories.
SHORTLISTED: CMI Management Book of the Year 2017 - Management Futures Category Understand how to drive business performance with your organizational data and analytics in the second edition of Data-Driven Organization Design. Using data and analytics is a key opportunity for businesses to transform performance and achieve success. With a data-driven approach, all the elements of the organizational system can be connected to design an environment in which people can excel and attain competitive advantage. Data-Driven Organization Design provides a practical framework for HR and organization design practitioners to build a baseline of data, set objectives, carry out fixed and dynamic process design, map competencies, and right-size the organization. It shows how to collect the right data, present it meaningfully and ask the most relevant questions of it to help complex, fluid organizations constantly evolve and meet moving objectives. This updated second edition contains new material on organizational planning and analysis, role design and job architecture, position management lifecycle and delta reporting. Alongside this, new case studies and examples will show how these approaches have been applied in practice. Whether planning a long-term transformation, a large redesign or an individual small project, Data-Driven Organization Design will demonstrate how to make the most of your organizational data and analytics to drive business performance.
The Data Driven Organization
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Author : Jonas Rashedi
language : en
Publisher: Springer Nature
Release Date : 2022-12-11
The Data Driven Organization written by Jonas Rashedi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-11 with Business & Economics categories.
Data has become an indispensable success factor for every company. However, the road towards a data-driven organization is paved with numerous challenges. This book presents a process model for the path to a data-driven company and provides recommendations for the design of all relevant fields of action: Which structures need to be created? Which systems and processes have proven beneficial? How can the quality of the data be ensured and what requirements exist for a data-driven organization in the areas of governance and communication? And last but not least: How can employees be brought along on the journey and what implications does the data-driven organization have for our corporate culture? The book presents an orientation and action framework for the strategic and operational design of a data-driven organization and is valuable for managers who are involved in data management in companies and organizations.
Natural Language Processing In Action Second Edition
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Author : Hobson Lane
language : en
Publisher: Simon and Schuster
Release Date : 2025-02-25
Natural Language Processing In Action Second Edition written by Hobson Lane and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Computers categories.
Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You’ll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs). In Natural Language Processing in Action, Second Edition you will learn how to: • Process, analyze, understand, and generate natural language text • Build production-quality NLP pipelines with spaCy • Build neural networks for NLP using Pytorch • BERT and GPT transformers for English composition, writing code, and even organizing your thoughts • Create chatbots and other conversational AI agents In this new and revised edition, you’ll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. Plus, you’ll discover vital skills and techniques for optimizing LLMs including conversational design, and automating the “trial and error” of LLM interactions for effective and accurate results. About the technology From nearly human chatbots to ultra-personalized business reports to AI-generated email, news stories, and novels, natural language processing (NLP) has never been more powerful! Groundbreaking advances in deep learning have made high-quality open source models and powerful NLP tools like spaCy and PyTorch widely available and ready for production applications. This book is your entrance ticket—and backstage pass—into the next generation of natural language processing. About the book Natural Language Processing in Action, Second Edition introduces the foundational technologies and state-of-the-art tools you’ll need to write and publish NLP applications. You learn how to create custom models for search, translation, writing assistants, and more, without relying on big commercial foundation models. This fully updated second edition includes coverage of BERT, Hugging Face transformers, fine-tuning large language models, and more. What's inside • NLP pipelines with spaCy • Neural networks with PyTorch • BERT and GPT transformers • Conversational design for chatbots About the reader For intermediate Python programmers familiar with deep learning basics. About the author Hobson Lane is a data scientist and machine learning engineer with over twenty years of experience building autonomous systems and NLP pipelines. Maria Dyshel is a social entrepreneur and artificial intelligence expert, and the CEO and cofounder of Tangible AI. Cole Howard and Hannes Max Hapke were co-authors of the first edition.
Organizational Planning And Analysis
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Author : Rupert Morrison
language : en
Publisher: Kogan Page Publishers
Release Date : 2022-09-03
Organizational Planning And Analysis written by Rupert Morrison and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-03 with Business & Economics categories.
What is the cost of employees today and what will this be in the future? This book explains how to take a data-driven approach to workforce planning and allow the business to reach its strategic goals. Organizational Planning and Analysis (OP&A) is a data-driven approach to workforce planning. It allows HR professionals, OD practitioners and business leaders to monitor an organization's activities and analyse business data to regularly adjust plans to ensure that the business succeeds. This book covers everything from how to build an OP&A function, the difference between strategic and operational workforce planning and managing demand and supply, as well as matching people to new or changing roles and developing robust succession planning. Organizational Planning and Analysis also covers how OP&A works with HR operations including recruitment, L&D, reward and performance management and includes a chapter on new human capital analytics which allow a business to improve the return on investment for each of its employees. Full of practical advice and step by step guidance, this book is also supported by case studies from organizations including KPMG, Sainsbury's, WPP, Accenture, TSB, Johnson & Johnson, Aer Lingus and FedEx.
Database Design And Development
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Author : Paulraj Ponniah
language : en
Publisher: Wiley-IEEE Press
Release Date : 2003-04-18
Database Design And Development written by Paulraj Ponniah and has been published by Wiley-IEEE Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-18 with Computers categories.
The first and only database primer for today’s global economy Today’s businesses depend on their databases to provide information essential for their day-to-day operations and to help them take advantage of today’s rapidly growing and maturing electronic commerce opportunities. The primary responsibility for the design and maintenance of these databases rests with a company’s information technology department. Unlike other IT resources currently available that tend to focus on a particular product, Database Design and Development: An Essential Guide for IT Professionals was created to give today’s IT directors and other IT staff a solid basic knowledge of database design and development to help them make educated decisions about the right database environment for their companies. Today’s IT professionals must understand the fundamentals in order to determine their next steps for specializing in the vast field of database technology. Database Design and Development: An Essential Guide for IT Professionals answers such common questions as: What is the purpose of a database system? What are the components of a database system? What type of data does your company need to capture? How do you design a database for a particular goal? How do you capture information through data modeling? How do you determine which database will best meet your business objectives? What’s involved in effective database management and maintenance? How are database systems used to interface with the Internet? With more than twenty-five years of experience teaching IT courses and designing databases for some of America’s top institutions, the author has succeeded in creating an essential resource for today’s IT managers as well as for students planning a career in information technology.
The 2004 Guide To The Evaluation Of Educational Experiences In The Armed Services
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Author : American Council on Education
language : en
Publisher: Greenwood
Release Date : 2004
The 2004 Guide To The Evaluation Of Educational Experiences In The Armed Services written by American Council on Education and has been published by Greenwood this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Education categories.
For more than a hald century, the Guide to the Evaluation of Education Experiences in the Armed Services has been the standard reference work for recognizing learning acquired in military life. Since 1942, ACE and has worked cooperatively with the US Department of Defense, the Armed Services, and the US Coast Guard in helping hundreds of thousands of individuals earn academic credit for learning achieved while serving their country.
Customer Driven Operations Management Aligning Business Processes And Quality Tools To Create Operational Effectiveness In Your Company
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Author : Christopher K. Ahoy
language : en
Publisher: McGraw Hill Professional
Release Date : 2009-02-15
Customer Driven Operations Management Aligning Business Processes And Quality Tools To Create Operational Effectiveness In Your Company written by Christopher K. Ahoy and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-15 with Business & Economics categories.
The global economy is witnessing previously unseen levels of competitiveness, forcing business leaders to contend with unprecedented challenges. No longer can companies seize and hold a customer base by operating adequately. In order to enjoy a competitive advantage, an organization must operate at exemplary levels of performance in every facet of business and maintain that degree of excellence indefinitely. This is achieved through careful alignment of operational systems and the use of innovative process management initiatives. “Unless an organization is uniquely qualified to deal with its customers by understanding its own strengths and weakness,” writes internationally renowned operational management expert Christopher K. Ahoy, “it will be unable to understand what is required to move from the current paradigm of doing business.” In Customer-Driven Operations Management, Ahoy distills the most current business theories and practices that will help you weed out and eliminate operational inefficiencies and put in place the necessary metrics for providing products and services better, cheaper, and faster than ever. Ahoy walks you through the steps of creating a world-class organization, which include Mapping your company's processes to target weak points Realigning management systems from functional to process-focused Setting benchmarks throughout the process to help quantify levels of success Establish a system of knowledge management for the seamless alignment of teams and departments Improving process management using Lean, Six Sigma, and other methodologies Create a sound strategic planning initiative to eliminate future surprises With diagrams and figures to highlight salient points, Customer-Driven Operations Management clarifies and simplifies the otherwise daunting task of enacting major changes in your company's operations systems.
Guide To The Evaluation Of Educational Experiences In The Armed Services
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Author : American Council on Education
language : en
Publisher:
Release Date : 2000
Guide To The Evaluation Of Educational Experiences In The Armed Services written by American Council on Education and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Armed Forces categories.
Value Stream Mapping How To Visualize Work And Align Leadership For Organizational Transformation
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Author : Karen Martin
language : en
Publisher: McGraw Hill Professional
Release Date : 2013-10-25
Value Stream Mapping How To Visualize Work And Align Leadership For Organizational Transformation written by Karen Martin and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-25 with Business & Economics categories.
The first of its kind—a Value Stream Mapping book written for those in service and office environments who need to streamline operations Value Stream Mapping is a practical, how-to guide that helps decision-makers improve value stream efficiency in virtually any setting, including construction, energy, financial service, government, healthcare, R&D, retail, and technology. It gives you the tools to address a wider range of important VSM issues than any other such book, including the psychology of change, leadership, creating teams, building consensus, and charter development. Karen Martin is principal consultant for Karen Martin & Associates, LLC, instructor for the University of California, San Diego's Lean Enterprise program, and industry advisor to the University of San Diego's Industrial and Systems Engineering program. Mike Osterling provides support and leadership to manufacturing and non-manufacturing organizations on their Lean Transformation Journey. In a continuous improvement leadership role for six years, Mike played a key role in Square D Company's lean transformation in the 1990s.