Data Simplification

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Data Simplification

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Author : Jules J. Berman
language : en
Publisher: Morgan Kaufmann
Release Date : 2016-03-10

Data Simplification written by Jules J. Berman and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-10 with Computers categories.

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user. - Discusses data simplification principles, methods, and tools that must be studied and mastered - Provides open source tools, free utilities, and snippets of code that can be reused and repurposed to simplify data - Explains how to best utilize indexes to search, retrieve, and analyze textual data - Shows the data scientist how to apply ontologies, classifications, classes, properties, and instances to data using tried and true methods

A Modern Enterprise Architecture Approach

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Author : Dr Mehmet Yildiz
language : en
Publisher: Steps Publishing Australia
Release Date : 2019-10-07

A Modern Enterprise Architecture Approach written by Dr Mehmet Yildiz and has been published by Steps Publishing Australia this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-07 with Computers categories.

The revised version of this book to provide essential guidance, compelling ideas, and unique ways to Enterprise Architects so that they can successfully perform complex enterprise modernisation initiatives transforming from chaos to coherence. This is not an ordinary theory book describing Enterprise Architecture in detail. There are myriad of books on the market and in libraries discussing details of enterprise architecture. My aim here is to highlight success factors and reflect lessons learnt from the field within enterprise modernisation and transformation context. As a practising Senior Enterprise Architect, myself, I read hundreds of those books and articles to learn different views. They have been valuable to me to establish my foundations in the earlier phase of my profession. However, what is missing now is a concise guidance book showing Enterprise Architects the novel approaches, insights from the real-life experience and experimentations, and pointing out the differentiating technologies for enterprise modernisation. If only there were such a guide when I started engaging in modernisation and transformation programs. The biggest lesson learned is the business outcome of the enterprise modernisation. What genuinely matters for business is the return on investment of the enterprise architecture and its monetising capabilities. The rest is the theory because nowadays sponsoring executives, due to economic climate, have no interest, attention, or tolerance for non-profitable ventures. I am sorry for disappointing some idealistic Enterprise Architects, but with due respect, it is the reality, and we cannot change it. This book deals with reality rather than theoretical perfection. Anyone against this view on this climate must be coming from another planet. In this concise, uncluttered and easy-to-read book, I attempt to show the significant pain points and valuable considerations for enterprise modernisation using a structured approach and a simple narration especially considering my audience from non-English speaking backgrounds. The architectural rigour is still essential. We cannot compromise the rigour aiming to the quality of products and services as a target outcome. However, there must be a delicate balance among architectural rigour, business value, and speed to the market. I applied this pragmatic approach to multiple substantial transformation initiatives and complex modernisations programs. The key point is using an incrementally progressing iterative approach to every aspect of modernisation initiatives, including people, processes, tools, and technologies as a whole. Starting with a high-level view of enterprise architecture to set the context, I provided a dozen of distinct chapters to point out and elaborate on the factors which can make a real difference in dealing with complexity and producing excellent modernisation initiatives. As eminent leaders, Enterprise Architects are the critical talents who can undertake this massive mission using their people and technology skills, in addition to many critical attributes such as calm and composed approach. Let's keep in mind that as Enterprise Architects, we are architects, not firefighters! I have full confidence that this book can provide valuable insights and some 'aha' moments for talented architects like yourself to tackle this enormous mission of turning chaos to coherence.

Data Science For Migration And Mobility

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Author : Albert Ali Salah
language : en
Publisher: Liverpool University Press
Release Date : 2022-11-10

Data Science For Migration And Mobility written by Albert Ali Salah and has been published by Liverpool University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-10 with Reference categories.

Data Science for Migration and Mobility provides an interdisciplinary introduction to the usage of new data sources in migration and mobility research, including mobile phone records, social media content, satellite images, event and financial databases.

Big Data Analytics For Human Computer Interactions A New Era Of Computation

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Author : Kuldeep Singh Kaswan
language : en
Publisher: Bentham Science Publishers
Release Date : 2023-08-28

Big Data Analytics For Human Computer Interactions A New Era Of Computation written by Kuldeep Singh Kaswan and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-28 with Computers categories.

Big Data is playing a vital role in HCI projects across a range of industries: healthcare, cybersecurity, forensics, education, business organizations, and scientific research. Big data analytics requires advanced tools and techniques to store, process and analyze the huge volume of data. Working on HCI projects requires specific skill sets to implement IT solutions. Big Data Analytics for Human-Computer Interactions: A New Era of Computation is a comprehensive guide that discusses the evolution of Big Data in Human Computer Interaction from promise to reality. This book provides an introduction to Big Data and HCI, followed by an overview of the state-of-the-art algorithms for processing big data, Subsequent chapters also explain the characteristics, applications, opportunities and challenges of big data systems, by describing theoretical, practical, and simulation concepts of computational intelligence and big data analytics used in designing HIC systems. The book also presents solutions for analyzing complex patterns in user data and improving productivity. Readers will be able to understand the technology that drives big data solutions in HCI projects and understand its capacity in transforming an organization. The book also helps the reader to understand HCI system design and explains how to evaluate an application portfolio that can be used when selecting pilot projects. This book is a resource for researchers, students, and professionals interested in the fields of HCI, artificial intelligence, data analytics, and computer engineering.

Human Computer Interaction And Knowledge Discovery In Complex Unstructured Big Data

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Author : Andreas Holzinger
language : en
Publisher: Springer
Release Date : 2013-06-26

Human Computer Interaction And Knowledge Discovery In Complex Unstructured Big Data written by Andreas Holzinger and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-26 with Computers categories.

This book constitutes the refereed proceedings of the Third Workshop on Human-Computer Interaction and Knowledge Discovery, HCI-KDD 2013, held in Maribor, Slovenia, in July 2013, at SouthCHI 2013. The 20 revised papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on human-computer interaction and knowledge discovery, knowledge discovery and smart homes, smart learning environments, and visualization data analytics.

Invitation To Fixed Parameter Algorithms

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Author : Rolf Niedermeier
language : en
Publisher: OUP Oxford
Release Date : 2006-02-02

Invitation To Fixed Parameter Algorithms written by Rolf Niedermeier and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-02-02 with Mathematics categories.

This research-level text is an application-oriented introduction to the growing and highly topical area of the development and analysis of efficient fixed-parameter algorithms for optimally solving computationally hard combinatorial problems. The book is divided into three parts: a broad introduction that provides the general philosophy and motivation; followed by coverage of algorithmic methods developed over the years in fixed-parameter algorithmics forming the core of the book; and a discussion of the essentials from parameterized hardness theory with a focus on W[1]-hardness which parallels NP-hardness, then stating some relations to polynomial-time approximation algorithms, and finishing up with a list of selected case studies to show the wide range of applicability of the presented methodology. Aimed at graduate and research mathematicians, programmers, algorithm designers, and computer scientists, the book introduces the basic techniques and results and provides a fresh view on this highly innovative field of algorithmic research.

Ict Innovations 2009

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Author : Danco Davcev
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-01-06

Ict Innovations 2009 written by Danco Davcev and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-06 with Technology & Engineering categories.

This book is the result of the first International Conference ICT Innovations 2009. The ICT Innovations conference is the primary scientific action of the Macedonian Society on Information and Communication Technologies (ICT-ACT). It promotes the publication of scientific results of the international community related to innovative fundamental and applied research in ICT. Today, ICT has enlarged its horizons and it is practiced under multidisciplinary contexts that introduce new challenges to theore- cal and technical approaches. The ICT Innovations 2009 conference gathered academics, professionals and pr- titioners reporting their valuable experiences in developing solutions and systems in the industrial and business arena especially innovative commercial implementations, novel applications of technology, and experience in applying recent research advances to practical situations, in any ICT areas. The conference focuses on issues concerning a variety of ICT fields like: • Multimedia Information Systems • Artificial Intelligence • Pervasive and Ubiquitous Computing • Eco and Bio Informatics • Internet and Web Applications and Services • Wireless and Mobile Communications and Services • Computer Networks, Security and Cryptography • Distributed Systems, GRID and Cloud Computing ICT Innovations 2009 Conference was held in Ohrid, Macedonia, in September 28-30, 2009. Local arrangements provided by the members of the Macedonian Society on Information and Communication Technologies – ICT-ACT, mainly consisting of teaching and research staff of Computer Science Department at Faculty of Electrical Engineering and Information Technologies and Institute of Informatics at Faculty of Natural Sciences, both at Ss. Cyril and Methodius University in Skopje, Macedonia.

Simple And Simplified Languages

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Author : Andras Kornai
language : en
Publisher: Frontiers Media SA
Release Date : 2022-05-26

Simple And Simplified Languages written by Andras Kornai and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-26 with Science categories.

Computer Aided Design And Manufacturing

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Author : Zhuming Bi
language : en
Publisher: John Wiley & Sons
Release Date : 2020-02-04

Computer Aided Design And Manufacturing written by Zhuming Bi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-04 with Technology & Engineering categories.

Broad coverage of digital product creation, from design to manufacture and process optimization This book addresses the need to provide up-to-date coverage of current CAD/CAM usage and implementation. It covers, in one source, the entire design-to-manufacture process, reflecting the industry trend to further integrate CAD and CAM into a single, unified process. It also updates the computer aided design theory and methods in modern manufacturing systems and examines the most advanced computer-aided tools used in digital manufacturing. Computer Aided Design and Manufacturing consists of three parts. The first part on Computer Aided Design (CAD) offers the chapters on Geometric Modelling; Knowledge Based Engineering; Platforming Technology; Reverse Engineering; and Motion Simulation. The second part on Computer Aided Manufacturing (CAM) covers Group Technology and Cellular Manufacturing; Computer Aided Fixture Design; Computer Aided Manufacturing; Simulation of Manufacturing Processes; and Computer Aided Design of Tools, Dies and Molds (TDM). The final part includes the chapters on Digital Manufacturing; Additive Manufacturing; and Design for Sustainability. The book is also featured for being uniquely structured to classify and align engineering disciplines and computer aided technologies from the perspective of the design needs in whole product life cycles, utilizing a comprehensive Solidworks package (add-ins, toolbox, and library) to showcase the most critical functionalities of modern computer aided tools, and presenting real-world design projects and case studies so that readers can gain CAD and CAM problem-solving skills upon the CAD/CAM theory. Computer Aided Design and Manufacturing is an ideal textbook for undergraduate and graduate students in mechanical engineering, manufacturing engineering, and industrial engineering. It can also be used as a technical reference for researchers and engineers in mechanical and manufacturing engineering or computer-aided technologies.

Digital Simplified

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Author : Raj Vattikuti
language : en
Publisher: Imagine and Wonder
Release Date : 2022-12-01

Digital Simplified written by Raj Vattikuti and has been published by Imagine and Wonder this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-01 with Business & Economics categories.

"As a technologist, entrepreneur, and philanthropist, Raj Vattikuti has the ideal background to outline the steps of creating a Digital Strategy. Ram Charan is one of the world's most influential consultants who brings deep business insight and understanding of digital business. Together Raj and Ram explain the benefits and pitfalls of various approaches and why standing still means failure. This book explains how a digital business thinks, operates with agility, develops deeper customer relationships, and appropriately uses technology. It also emphasizes that developing a Digital Strategy is an ongoing process to sustain a competitive advantage and provides a template to help business compete in a digital economy. This book offers a practical perspective from decades of partnering with various businesses across many sectors and outlines how to create value for your customers and business." Jacques Nasser AC "Raj Vattikuti and Ram Charan have seen what so many others have missed- that real digital transformation starts and ends with the business. The central lessons of their book are what every leader needs to hear: Give digital ownership to the business. Take an agile, iterative approach to investment. Design an innovation process based on experimentation. Push for speed and build digital products in weeks, not years. Shift the culture to empower employees, collaborate across silos, and focus on outcomes. This is how digital transformation delivers lasting growth. If you are leading a legacy business today, you cannot afford anything less!" David L. Rogers, global bestselling author of "The Digital Transformation Playbook" "This book is a game changer: no longer will the IT department be seen as disconnected from digital imperatives. Data ultimately should determine the direction of business strategy, capital allocation, and how to assess competitive threats and opportunities. Raj and Ram present the business case for driving digital solutions through innovative IT platforms which keep the plane afloat while installing a new digital engine." Dennis Carey, Vice Chairman Korn Ferry, Founder The Prium and The CEO-Academy