Learn how to manage a modern data stack and get the most out of data in your organization! Thanks to the emergence of new technologies and the explosion of data in recent years, we need new practices for managing and getting value out of data. In the modern, data driven competitive landscape the "best guess" approach—reading blog posts here and there and patching together data practices without any real visibility—is no longer going to hack it. The Informed Company provides definitive direction on how best to leverage the modern data stack, including cloud computing, columnar storage, cloud ETL tools, and cloud BI tools. You'll learn how to work with Agile methods and set up processes that's right for your company to use your data as a key weapon for your success . . . You'll discover best practices for every stage, from querying production databases at a small startup all the way to setting up data marts for different business lines of an enterprise. In their work at Chartio, authors Fowler and David have learned that most businesspeople are almost completely self-taught when it comes to data. If they are using resources, those resources are outdated, so they're missing out on the latest cloud technologies and advances in data analytics. This book will firm up your understanding of data and bring you into the present with knowledge around what works and what doesn't. Discover the data stack strategies that are working for today's successful small, medium, and enterprise companies Learn the different Agile stages of data organization, and the right one for your team Learn how to maintain Data Lakes and Data Warehouses for effective, accessible data storage Gain the knowledge you need to architect Data Warehouses and Data Marts Understand your business's level of data sophistication and the steps you can take to get to "level up" your data The Informed Company is the definitive data book for anyone who wants to work faster and more nimbly, armed with actionable decision-making data.

Learn how to manage a modern data stack and get the most out of data in your organization! Thanks to the emergence of new technologies and the explosion of data in recent years, we need new practices for managing and getting value out of data. In the modern, data driven competitive landscape the "best guess" approach—reading blog posts here and there and patching together data practices without any real visibility—is no longer going to hack it. The Informed Company provides definitive direction on how best to leverage the modern data stack, including cloud computing, columnar storage, cloud ETL tools, and cloud BI tools. You'll learn how to work with Agile methods and set up processes that's right for your company to use your data as a key weapon for your success . . . You'll discover best practices for every stage, from querying production databases at a small startup all the way to setting up data marts for different business lines of an enterprise. In their work at Chartio, authors Fowler and David have learned that most businesspeople are almost completely self-taught when it comes to data. If they are using resources, those resources are outdated, so they're missing out on the latest cloud technologies and advances in data analytics. This book will firm up your understanding of data and bring you into the present with knowledge around what works and what doesn't. Discover the data stack strategies that are working for today's successful small, medium, and enterprise companies Learn the different Agile stages of data organization, and the right one for your team Learn how to maintain Data Lakes and Data Warehouses for effective, accessible data storage Gain the knowledge you need to architect Data Warehouses and Data Marts Understand your business's level of data sophistication and the steps you can take to get to "level up" your data The Informed Company is the definitive data book for anyone who wants to work faster and more nimbly, armed with actionable decision-making data.

Every organization is fundamentally in the business of behavior change, whether it be a government trying to get a business to comply with environmental regulations, a business persuading its customers to be loyal to its products, or a financial institution encouraging a client to start saving for retirement. Behavior change is critical to organizational success, but despite its centrality to organizations, we do not have a good understanding of how organizations can successfully employ insights from behavioral science in their operations. To address this gap, this book develops an overarching framework for using behavioral science. It shows how behavioral insights (BI) can be embedded in organizations to achieve better outcomes, improve the efficiency of processes, and maximize stakeholder engagement. This edited volume provides an enterprise-wide strategic perspective on how governments, businesses, and other organizations have embedded BI into their operations. Contributions by academics and practitioners from the Behaviourally Informed Organizations partnership highlight pragmatic frameworks and prescriptive outcomes via illustrative case studies. Featuring a foreword by Cass R. Sunstein, this book investigates key findings from BI, with an eye toward how it can be used to solve problems and seize opportunities in diverse organizations.

By fostering principles of systems thinking and informed learning though an inclusive, participatory design process that advances information exchange, reflective dialogue, and knowledge creation, the Informed Systems Approach promotes conceptual change in workplace organizations. Informed Systems explores theory-based participatory action research and provides examples of agile process models for activating sustainable design, dialogue, and reflection processes in today’s organizations. This book also examines forward thinking frameworks for academic libraries, and how they can be used in the context of dynamically changing scholarly communications. Chapters further the expression of collaborative information practices that enrich information experiences by simultaneously advancing both situated domain knowledge and transferable learning capacity. Design (and redesign) activities well integrated into the workplace culture are expressed through sustainable processes and practices that produce rich information experiences. Informed learning both promotes and sustains continuous learning, including collective reflection on information sources, collaborative practices, and systems functionalities. In these ways, transferable topical understandings and information resiliency manifest action oriented intention to ensure improvements of real world situations. Transferable critique of the leadership issues facing contemporary library organizations across the globe Agile process models for activating sustainable design, dialogue, and reflection processes in today’s organizations Theory-based participatory action research illustrations of the efficacy of systems thinking interventions Forward thinking frameworks for academic libraries in dynamically changing scholarly communications contexts Proven organizational transformation strategies, building upon theoretical concepts, for nimble responsiveness

Learn how to manage a modern data stack and get the most out of data in your organization! Thanks to the emergence of new technologies and the explosion of data in recent years, we need new practices for managing and getting value out of data. In the modern, data driven competitive landscape the "best guess" approach—reading blog posts here and there and patching together data practices without any real visibility—is no longer going to hack it. The Informed Company provides definitive direction on how best to leverage the modern data stack, including cloud computing, columnar storage, cloud ETL tools, and cloud BI tools. You'll learn how to work with Agile methods and set up processes that's right for your company to use your data as a key weapon for your success . . . You'll discover best practices for every stage, from querying production databases at a small startup all the way to setting up data marts for different business lines of an enterprise. In their work at Chartio, authors Fowler and David have learned that most businesspeople are almost completely self-taught when it comes to data. If they are using resources, those resources are outdated, so they're missing out on the latest cloud technologies and advances in data analytics. This book will firm up your understanding of data and bring you into the present with knowledge around what works and what doesn't. Discover the data stack strategies that are working for today's successful small, medium, and enterprise companies Learn the different Agile stages of data organization, and the right one for your team Learn how to maintain Data Lakes and Data Warehouses for effective, accessible data storage Gain the knowledge you need to architect Data Warehouses and Data Marts Understand your business's level of data sophistication and the steps you can take to get to "level up" your data The Informed Company is the definitive data book for anyone who wants to work faster and more nimbly, armed with actionable decision-making data.

This book, offered here in its first open-access edition, addresses a wide range of writing activites and genres, from summarizing and responding to sources to writing the research paper and writing about literature. This edition of the book has been adapted from the fifth edition, published in 1995 by Houghton Mifflin. Copyrighted materials--primarily examples within the text--have been removed from this edition.