Integration Challenges for Analytics, Business Intelligence, and Data Mining

Integration Challenges for Analytics, Business Intelligence, and Data Mining

Author: Azevedo, Ana

Publisher: IGI Global

Published: 2020-12-11

Total Pages: 250

ISBN-13: 1799857832

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As technology continues to advance, it is critical for businesses to implement systems that can support the transformation of data into information that is crucial for the success of the company. Without the integration of data (both structured and unstructured) mining in business intelligence systems, invaluable knowledge is lost. However, there are currently many different models and approaches that must be explored to determine the best method of integration. Integration Challenges for Analytics, Business Intelligence, and Data Mining is a relevant academic book that provides empirical research findings on increasing the understanding of using data mining in the context of business intelligence and analytics systems. Covering topics that include big data, artificial intelligence, and decision making, this book is an ideal reference source for professionals working in the areas of data mining, business intelligence, and analytics; data scientists; IT specialists; managers; researchers; academicians; practitioners; and graduate students.


The Business Guide to Sustainability

The Business Guide to Sustainability

Author: Marsha Willard

Publisher: Routledge

Published: 2009-09-02

Total Pages: 307

ISBN-13: 1136573585

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First edition: Winner of Choice Magazine - Outstanding Academic Titles for 2007 Sustainability promises both reduced environmental impacts and real cash savings for any organization - be it a business, non-profit/NGO or government department. This easy-to-use manual has been written by top business consultants specifically to help managers, business owners, organizational leaders and aspiring environmental managers/sustainability coordinators to improve their organization's environmental, social and economic performance. The authors demystify 'sustainability', untangle the plethora of sustainability frameworks, tools and practices, and make it easy for the average person in any organization to move towards sustainability. Organized by sector (manufacturing, services and office operations, and government) and common organizational functions (senior management, facilities, human resources, purchasing, environmental affairs and compliance, marketing and public relations, and finance and accounting), the authors show how organizations can incorporate sustainability into their everyday work through the application of useful tools and self-assessments. This fully updated edition includes a new chapter on information and communication technology (ICT). The authors have also added many new facts, stories, practices and resources throughout the book to keep up with this rapidly emerging field and have updated their widely used SCORE sustainability assessment.


Enterprise Architecture as Strategy

Enterprise Architecture as Strategy

Author: Jeanne W. Ross

Publisher: Harvard Business Press

Published: 2006

Total Pages: 120

ISBN-13: 1591398398

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Enterprise architecture defines a firm's needs for standardized tasks, job roles, systems, infrastructure, and data in core business processes. This book explains enterprise architecture's vital role in enabling - or constraining - the execution of business strategy. It provides frameworks, case examples, and more.


Microsoft .NET - Architecting Applications for the Enterprise

Microsoft .NET - Architecting Applications for the Enterprise

Author: Dino Esposito

Publisher: Microsoft Press

Published: 2014-08-28

Total Pages: 417

ISBN-13: 0133986403

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A software architect’s digest of core practices, pragmatically applied Designing effective architecture is your best strategy for managing project complexity–and improving your results. But the principles and practices of software architecting–what the authors call the “science of hard decisions”–have been evolving for cloud, mobile, and other shifts. Now fully revised and updated, this book shares the knowledge and real-world perspectives that enable you to design for success–and deliver more successful solutions. In this fully updated Second Edition, you will: Learn how only a deep understanding of domain can lead to appropriate architecture Examine domain-driven design in both theory and implementation Shift your approach to code first, model later–including multilayer architecture Capture the benefits of prioritizing software maintainability See how readability, testability, and extensibility lead to code quality Take a user experience (UX) first approach, rather than designing for data Review patterns for organizing business logic Use event sourcing and CQRS together to model complex business domains more effectively Delve inside the persistence layer, including patterns and implementation.


Driving Digital Strategy

Driving Digital Strategy

Author: Sunil Gupta

Publisher: Harvard Business Press

Published: 2018-07-24

Total Pages: 342

ISBN-13: 1633692698

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Digital transformation is no longer news--it's a necessity. Despite the widespread threat of disruption, many large companies in traditional industries have succeeded at digitizing their businesses in truly transformative ways. The New York Times, formerly a bastion of traditional media, has created a thriving digital product behind a carefully designed paywall. Best Buy has transformed its business in the face of Amazon's threat. John Deere has formed a data-analysis arm to complement its farm-equipment business. And Goldman Sachs and many others are using digital technologies to reimagine their businesses. In Driving Digital Strategy, Harvard Business School professor Sunil Gupta provides an actionable framework for following their lead. For over a decade, Gupta has studied digital transformation at Fortune 500 companies. He knows what works and what doesn't. Merely dabbling in digital or launching a small independent unit, which many companies do, will not bring success. Instead you need to fundamentally change the core of your business and ensure that your digital strategy touches all aspects of your organization: your business model, value chain, customer relationships, and company culture. Gupta covers each aspect in vivid detail while providing navigation tips and best practices along the way. Filled with rich and illuminating case studies of companies at the forefront of digital transformation, Driving Digital Strategy is the comprehensive guide you need to take full advantage of the limitless opportunities the digital age provides.


Testing Business Ideas

Testing Business Ideas

Author: David J. Bland

Publisher: John Wiley & Sons

Published: 2019-11-06

Total Pages: 365

ISBN-13: 1119551420

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A practical guide to effective business model testing 7 out of 10 new products fail to deliver on expectations. Testing Business Ideas aims to reverse that statistic. In the tradition of Alex Osterwalder’s global bestseller Business Model Generation, this practical guide contains a library of hands-on techniques for rapidly testing new business ideas. Testing Business Ideas explains how systematically testing business ideas dramatically reduces the risk and increases the likelihood of success for any new venture or business project. It builds on the internationally popular Business Model Canvas and Value Proposition Canvas by integrating Assumptions Mapping and other powerful lean startup-style experiments. Testing Business Ideas uses an engaging 4-color format to: Increase the success of any venture and decrease the risk of wasting time, money, and resources on bad ideas Close the knowledge gap between strategy and experimentation/validation Identify and test your key business assumptions with the Business Model Canvas and Value Proposition Canvas A definitive field guide to business model testing, this book features practical tips for making major decisions that are not based on intuition and guesses. Testing Business Ideas shows leaders how to encourage an experimentation mindset within their organization and make experimentation a continuous, repeatable process.


Creating Business and Corporate Strategy

Creating Business and Corporate Strategy

Author: Adyl Aliekperov

Publisher: Routledge

Published: 2021-06-13

Total Pages: 97

ISBN-13: 1000415066

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Businesses need strategies that determine the direction of functioning and further development. If a company deals with several multifaceted businesses, each of them subsequently requires their own strategy. The issue of strategy creation and realization is a key factor that must receive the closest possible attention. In order to assure victory and be thoroughly prepared for various directions and situations that may arise, companies create their own unique strategies. This book is primarily aimed at suggesting the necessary repertoire of knowledge and skills for strategy creating with the help of the TASGRAM integrated system – Thinking, Analyzing, Strategy, Goals, Risks, Actions, and Monitoring. The main outcome of TASGRAM is a combined strategic table: business strategy, corporate strategy, goals, risks, actions, and monitoring. Each element in TASGRAM has a concrete goal and it helps users become more focused. Creating Business and Corporate Strategy: An Integrated Strategic System offers a new tool for company strategy creation, showcasing various cases and examples based on theory and practice. Unlike the existing tools, the suggested system of strategy creation is simpler and definite. Its main purpose is to help create and further develop the created strategy, making this book especially valuable to researchers, academics, practitioners, and students in the fields of strategy, leadership, and management.


Fundamentals of Enterprise Architecture Management

Fundamentals of Enterprise Architecture Management

Author: Jörg Ziemann

Publisher: Springer Nature

Published: 2022-06-22

Total Pages: 223

ISBN-13: 3030967344

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This textbook provides a comprehensive, holistic, scientifically precise, and practically relevant description of Enterprise Architecture Management (EAM). Based on state-of-the-art concepts, it also addresses current trends like disruptive digitization or agile methods. The book is structured in five chapters. The first chapter offers a comprehensive overview of EAM. It addresses questions like: what does EAM mean, what is the history of EAM, why do enterprises need EAM, what are its goals, and how is it related to digitalization? It also includes a short overview of essential EAM standards and literature. The second chapter provides an overview of Enterprise Architecture (EA). It starts with clarifying basic terminology and the difference between EA and EAM. It also gives a short summary of existing EA frameworks and methods for structuring the digital ecosystem into layers and views. The third chapter addresses the strategic and tactical context of the EAM capability in an enterprise. It defines essential terms and parameters in the context of enterprise strategy and tactics as well as the operative, organizational context of EAM. The fourth chapter specifies the detailed goals, processes, functions, artifacts, roles and tools of EAM, building the basis for an EAM process framework that provides a comprehensive overview of EAM processes and functions. Closing the circle, the last chapter describes how to evaluate EAM in an enterprise. It starts by laying out core terminology, like “metric” and “strategic performance measurement system” and ends with a framework that integrates the various measuring areas in the context of EA and EAM. This textbook focuses on two groups: First, EAM scholars, ie bachelor or master students of Business Information Systems, Business Administration or Computer Science. And second, EAM practitioners working in the field of IT strategy or EA who need a reliable, scientifically solid, and practically proven state-of-the-art description of essential EAM methods.


Cassandra: The Definitive Guide, (Revised) Third Edition

Cassandra: The Definitive Guide, (Revised) Third Edition

Author: Jeff Carpenter

Publisher: "O'Reilly Media, Inc."

Published: 2022-01-24

Total Pages: 432

ISBN-13: 1492097101

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Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene