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Organizations invest incredible amounts of time and money obtaining and then storing big data in data stores called data lakes. But how many of these organizations can actually get the data back out in a useable form? Very few can turn the data lake into an information gold mine. Most wind up with garbage dumps.
Data Lake Architecture will explain how to build a useful data lake, where data scientists and data analysts can solve business challenges and identify new business opportunities. Learn how to structure data lakes as well as analog, application, and text-based data ponds to provide maximum business value. Understand the role of the raw data pond and when to use an archival data pond. Leverage the four key ingredients for data lake success: metadata, integration mapping, context, and metaprocess.
Bill Inmon opened our eyes to the architecture and benefits of a data
Organizations invest incredible amounts of time and money obtaining and then storing big data in data stores called data lakes. But how many of these organizations can actually get the data back out in a useable form? Very few can turn the data lake into an information gold mine. Most wind up with
Over the past 5 years, the concept of big data has matured, data science has grown exponentially, and data architecture has become a standard part of organizational decision-making. Throughout all this change, the basic principles that shape the architecture of data have remained the same. There
Take a dive into data lakes 'Data lakes' is the latest buzz word in the world of data storage, management, and analysis. Data Lakes For Dummies decodes and demystifies the concept and helps you get a straightforward answer the question: 'What exactly is a data lake and do I need one for my
Master the most agile and resilient design for building analytics applications: the Unified Star Schema (USS) approach. The USS has many benefits over traditional dimensional modeling. Witness the power of the USS as a single star schema that serves as a foundation for all present and future
Software Architecture for Big Data and the Cloud is designed to be a single resource that brings together research on how software architectures can solve the challenges imposed by building big data software systems. The challenges of big data on the software architecture can relate to scale,
Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets.The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data
Increase the awareness of your customer's behavior to survive and excel within your industry.One hundred years ago, the voice of the customer was easily and routinely heard by the shopkeeper. In small towns, the shopkeeper knew everyone. Today's world has gotten much bigger and much more complex
Create and publish your own interactive data visualization projects on the web--even if you have little or no experience with data visualization or web development. It's inspiring and fun with this friendly, accessible, and practical hands-on introduction. This fully updated and expanded second
The Lake District (or Lakeland, as it's commonly known round these parts) is by far the UK's most popular national park. Every year, some 15 million people come here to explore the region's fells and countryside and it's not hard to see why. Ever since the Romantic poets arrived in the nineteenth
Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing
Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream
Avoiding sensationalism and date-speculating, respected Bible teacher Amir Tsarfati uses his unique perspective as an Israeli Christian to lead you through a fascinating modern-day description of God's plan for the end of the world.Grounded from start to finish in Scripture, the book reveals how
Lake District Climbs and Scrambles combines the best scrambles and easy climbs in the Lake District with great walking loops to give twenty superb 'mountaineering' days out. Written by local author Stephen Goodwin, the routes feature Ordnance Survey 1:25,000 maps, photo topos and easy-to-follow
The art and architecture of Egypt during the age of the pharaohs continue to capture the imagination of the modern world. Among the great creative achievements of ancient Egypt are a set of constant forms: archetypes in art and architecture in which the origins of concepts such as authority,
Understand how and why the separation between layers and tiers in service-oriented architectures holds software developers back from being truly productive, and how you can remedy that problem. Strong processes and development tools can help developers write more complex software, but large amounts
The third edition of Bill Nichols's best-selling text provides an up-to-date introduction to the most important issues in documentary history and criticism. A new chapter, 'I Want to Make a Documentary: Where Do I Start?' guides readers through the steps of planning and preproduction and includes
An indispensable tool for the initial stages of designing and planning a building project This new edition of the classic bestselling text provides, in one concise volume, the essential information needed as the basis for the more detailed design and development of any building project. Organized
Contains the author's three Philip Marlowe novels, 'The Lady in the Lake', 'The High Window' and 'The Little
Bill Karwin has helped thousands of people write better SQL and build stronger relational databases. Now he's sharing his collection of antipatterns--the most common errors he's identified in those thousands of requests for help. Most developers aren't SQL experts, and most of the SQL that gets
Simple text describes how lakes form, the plants and animals in lakes, and how people use lakes. Full-colour photographs perfectly match the text on each
Italy's 'second city' oozes culture and style - Milan has exquisite architecture, world-class museums, chic boutiques, bustling markets and trendy night spots - and all of this within striking distance of the tranquility of the Italian lakes. Your DK Eyewitness Top 10 travel guide ensures you'll
The Lake Ontario and St. Lawrence River Edition of the Great Lakes Waterfront Trail Map Book has been created to help you plan your own exploration of the Waterfront Trail along the Ontario shores of Lake Ontario and the St. Lawrence River, in a convenient travel size format. Whether you choose to
Moon Lake is a mysterious portal into the bizarre, the demented and monsterous. MOON LAKE V1: MIDNIGHT MUNCHIES A mysterious portal into the bizarre and demented. Zombie dinosaurs, a mass-murdering high school cheerleader, and an interdimensional sasquatch trying to save his species from