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Apply this definitive guide to data catalogs and select the feature set needed to empower your data citizens in their quest for faster time to insight. The data catalog may be the most important breakthrough in data management in the last decade, ranking alongside the advent of the data warehouse. The latter enabled business consumers to conduct their own analyses to obtain insights themselves. The data catalog is the next wave of this, empowering business users even further to drastically reduce time to insight, despite the rising tide of data flooding the enterprise. Use this book as a guide to provide a broad overview of the most popular Machine Learning (ML) data catalog products, and perform due diligence using the extensive features list. Consider graphical user interface (GUI) design issues such as layout and navigation, as well as scalability in terms of how the catalog will handle your current and anticipated data and metadata needs. ONeil & Frymanpresent a typology which ranges from products that focus on data lineage, curation and search, data governance, data preparation, and of course, the core capability of finding and understanding the data. The authors emphasize that machine learning is being adopted in many of these products, enabling a more elegant data democratization solution in the face of the burgeoning mountain of data that is engulfing organizations. Derek Strauss, Chairman/CEO, Gavroshe, and Former CDO, TD Ameritrade. This book is organized into three sections: Chapters 1 and 2 reveal the rationale for a data catalog and share how data scientists, data administrators, and curators fare with and without a data catalog; Chapters 3-10 present the many different types of data catalogs; Chapters 11 and 12 provide an extensive features list, current trends, and visions for the future.
The Directory: contains more than 2,000 Web site records, organized into 20 subject-themed chapters. It provides descriptions and URLs for each site and describes sites to help in choosing the proper resource. It also provides Web site descriptions that includes information about the sponsoring agency and notes the useful or unique aspects of the site as well as listing some of the major government publications hosted on the site. It evaluates the most important and frequently sought sites providing a roster of congressional members with members' Web sites and includes a one-page ’’Quick Guide'' to the major federal agencies and the leading online library, data source, and finding aid sites. There are multiple indexes in the back of the book to help locate Web sites by agency, site name, subject, and government publication title. The Master Index combines the agency, site name, and subject indexes. A separate index lists Web sites with full or substantial Spanish-language versions.
The United States Government Internet Directory (formerly the e-Government and Web Directory: U.S. Federal Government Online) serves as a guide to the changing landscape of government information online. The Directory is an indispensable guidebook for anyone who is looking for official U.S. government resources on the Web. The U.S. government's information online is massive and can be difficult to locate. Thus you need The United States Government Internet Directory to navigate the maze of data and locate the materials you seek. --Book Jacket.