The core ideas in the field have become increasingly influential. This text provides both students and professionals with a grounding in database research and a technical context for understanding recent innovations in the field. Within this book, you will learn: ✲ Agile dimensional modeling using Business Event Analysis & Modeling (BEAM✲) ✲ Modelstorming: data modeling that is quicker, more inclusive, more productive, and frankly more fun! ✲ Telling ... Found insideThis hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. A collection of hands-on lessons based upon the authors' considerable experience in enterprise integration, the 65 patterns included with this guide show how to use message-oriented middleware to connect enterprise applications. This book provides a complete and thorough overview of performance dashboards for both business users and IT staff who want to be successful in managing the performance of their business." —Colin White, founder, BI Research Performance ... This book is also available as part of the Kimball's Data Warehouse Toolkit Classics Box Set (ISBN: 9780470479575) with the following 3 books: The Data Warehouse Toolkit, 2nd Edition (9780471200246) The Data Warehouse Lifecycle Toolkit, 2nd ... This Remastered Collection of The Kimball Group Reader represents their final body of knowledge, and is nothing less than a vital reference for anyone involved in the field. This book gives experienced data warehouse professionals everything they need in order to implement the new generation DW 2.0. Found inside – Page iSnowflake was built specifically for the cloud and it is a true game changer for the analytics market. This book will help onboard you to Snowflake, present best practices to deploy, and use the Snowflake data warehouse. Found inside – Page iThis book provides the approach and methods to ensure continuous rapid use of data to create analytical data products and steer decision making. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. In this guide, Big Data expert Jeffrey Aven covers all you need to know to leverage Spark, together with its extensions, subprojects, and wider ecosystem. Found insideExpanded from Tyler Akidau’s popular blog posts "Streaming 101" and "Streaming 102", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. Found insideWritten for readers who know Java, Scala, or another OO language. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. Found insideReduce operating and maintenance costs while substantially improving the performance of new and existing data warehouses and data marts Data Warehouse Performance This book tells you what you need to know to design, build, and manage data ... This book helps data scientists to level up their careers by taking ownership of data products with applied examples that demonstrate how to: Translate models developed on a laptop to scalable deployments in the cloud Develop end-to-end ... Author Kenneth Libbrecht, a physics professor at Caltech and the pre-eminent snow-crystal researcher, discusses the physics and mythology of snow and how snow crystals are made. In this Third Edition, Inmon explains what a data warehouse is (and isn't), why it's needed, how it works, and how the traditional data warehouse can be integrated with new technologies, including the Web, to provide enhanced customer ... Found inside – Page iBy the end of this book, you will be able to apply your knowledge to real-world use cases through dozens of practical examples and insightful explanations. Found inside – Page iiWhat You'll Learn You will learn how to manage, integrate, and automate the processes of BI by selecting and implementing tools to: Implement and manage the business intelligence/data warehousing (BI/DWH) infrastructure Extract data from ... Found insideWith this book, you’ll explore: How Spark SQL’s new interfaces improve performance over SQL’s RDD data structure The choice between data joins in Core Spark and Spark SQL Techniques for getting the most out of standard RDD ... Found insideCompletely updated and revised edition of the bestselling guide to artificial intelligence, updated to Python 3.8, with seven new chapters that cover RNNs, AI and Big Data, fundamental use cases, machine learning data pipelines, chatbots, ... BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenient framework. With this book, you’ll examine how to analyze data at scale to derive insights from large datasets efficiently. Serving as a road map for planning, designing, building, and running the back-room of a data warehouse, this book provides complete coverage of proven, timesaving ETL techniques. The Computer Associate (Technical Support) Passbook(R) prepares you for your test by allowing you to take practice exams in the subjects you need to study. Found insidePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book Processing data tied to location and topology requires specialized know-how. This book is an extension of that project, featuring a variety of makeovers that showcase various approaches to data communication and a focus on the analytical, design and storytelling skills that have been developed through ... Found inside – Page iThis book describes common Internet of Things components and architecture and then focuses on Microsoft’s Azure components relevant in deploying these solutions. This is a step-by-step tutorial that deals with Microsoft Server 2012 reporting tools:SSRS and Power View. Learn to load, manage, and query data on Redshift.This book is for CIOs, enterprise architects, developers, and anyone else who needs to get familiar with RedShift. Webber, Henry Y. Zheng, Ying Zhou Found insideThis is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Found insideThe definitive reference book with real-world solutions you won't find anywhere else The Big Book of Dashboards presents a comprehensive reference for those tasked with building or overseeing the development of business dashboards. Found insideThis edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates. Written by the developers of Spark, this book will have data scientists and engineers up and running in no time. Found inside – Page iRife with case studies, examples, analysis, and quotes from real-world Big Data practitioners, the book is required reading for chief executives, company owners, industry leaders, and business professionals. too BIG to IGNORE THE BUSINESS ... Found insideThe book discusses how to build the data warehouse incrementally using the agile Data Vault 2.0 methodology. This visionary book is your road map to the performance management revolution already in progress, providing an intelligent framework to empower-ing your organization towards its own path to better performance through insight and action. Architecture of a Database System presents an architectural discussion of DBMS design principles, including process models, parallel architecture, storage system design, transaction system implementation, query processor and optimizer ... This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. Data Governance should not be about command-and-control, yet at times could become invasive or threatening to the work, people and culture of an organization. What might we learn? This document-the story of Data Domain's rise from zero to one billion dollars in revenue-is your invitation to find out. Found insideImplement Oracle Business Intelligence Applications Provide actionable business intelligence across the enterprise to enable informed decision-making and streamlined business processes. Found inside – Page iiBuy and read Pro PowerShell for Database Developers today. Pro PowerShell for Database Developers helps you master PowerShell application development by continuing where other books leave off. Found insideThis book offers an overview of why data governance is needed, how to design, initiate, and execute a program and how to keep the program sustainable. Found insideGet more out of Microsoft Power BI turning your data into actionable insights About This Book From connecting to your data sources to developing and deploying immersive, mobile-ready dashboards and visualizations, this book covers it all ... Found inside – Page iThis book addresses the topic of exploiting enterprise-linked data with a particular focus on knowledge construction and accessibility within enterprises. Chapters 6 and 7 have also been revamped significantly. We hope this revised edition continues to meet the needs of educators and professionals in this area. This concise, practical book provides a complete guide to Power Query and how to use it to solve all of your Excel data-loading problems. Power Query for Power BI and Excel goes well beyond the surface of what Power Query can do. Found inside – Page 354... Azure Logic Apps, and Azure Functions • Run big data compute jobs within HDInsight and Azure Databricks Snowflake Cookbook Hamid Qureshi, Hammad Sharif ... Found insideThis book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Big Data Benchmarking, WBDB 2014, held in Potsdam, Germany, in August 2014. 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