The Informed Company : (Record no. 29007)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05268nam a22004333i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC6790673 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240724115302.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2021 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119748021 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781119748007 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC6790673 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL6790673 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1283860421 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.D35 F695 2022 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.4038029 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Fowler, Dave. |
| 245 14 - TITLE STATEMENT | |
| Title | The Informed Company : |
| Remainder of title | How to Build Modern Agile Data Stacks That Drive Winning Insights. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Newark : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons, Incorporated, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2021. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (259 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover -- Title Page -- Copyright Page -- Contents -- About This Book -- Why Write This Book -- Who This Book Is For -- Who This Book Is Not For -- Who Wrote the Book -- Who Edited the Book -- Influences -- How This Book Was Written -- How to Read This Book -- Foreword -- Introduction -- Merging Business Context with Data Information -- The Four Stages of Agile Data Organization -- Stage 1 Source aka Siloed Data -- Chapter 1 Starting with Source Data -- Common Options for Analyzing Source Data -- Chapter 2 The Need to Replicate Source Data -- Replicate Sources -- Create Read-OnlyAccess -- Chapter 3 Source Data Best Practices -- Keep a Complexity Wiki Page -- Snippet Dictionary -- Use a BI Product -- Double Check Results -- Keep Short Dashboards -- Design Before Building -- Stage 2 Data Lake aka Data Combined -- Chapter 4 Why Build a Data Lake? -- What Is a Data Lake? -- Reasons to Build a Data Lake Summarized -- Chapter 5 Choosing an Engine for the Data Lake -- Modern Columnar Warehouse Engines -- Modern Warehouse Engine Products -- Database Engines -- Recommendation -- Chapter 6 Extract and Load (EL) Data -- ETL versus ELT -- EL/ETL Vendors -- Extract Options -- Load Options -- Multiple Schemas -- Other Extract and Load Routes -- Chapter 7 Data Lake Security -- Access in Central Place -- Permission Tiers -- Chapter 8 Data Lake Maintenance -- Why SQL? -- Data Sources -- Performance -- Upgrade Snippets to Views -- Stage 3 Data Warehouse aka the Single Source of Truth -- Chapter 9 The Power of Layers and Views -- Make Readable Views -- Layer Views on Views -- Start with a Single View -- Chapter 10 Staging Schemas -- Orient to the Schemas -- Pick a Table and Clean It -- Other Staging Modeling Considerations -- Building on Top of Staging Schemas -- Chapter 11 Model Data with dbt -- Version Control -- Modularity and Reusability -- Package Management. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Organizing Files -- Macros -- Incremental Tables -- Testing -- Chapter 12 Deploy Modeling Code -- Branch Using Version Control Software -- Commit Message -- Test Locally -- Code Review -- Schedule Runs -- Chapter 13 Implementing the Data Warehouse -- Manage Dependencies -- Combine Tables Within Schemas -- Combine Tables Across Schemas -- Keep the Grain Consistent -- Create Business Metrics -- Keeping Accurate History -- Chapter 14 Managing Data Access -- How to Secure Sensitive Data in the Data Warehouse -- How to Secure Sensitive Data in a BI Tool -- Chapter 15 Maintaining the Source of Truth -- Track New Metrics -- Deprecate Old Metrics -- Deprecate Old Schemas -- Resolve Conflicting Numbers -- Handling Ongoing Requests and Ongoing Feedback -- Updating Modeling Code -- Manage Access -- Tuning to Optimize -- Code Review All Modeling -- Maintenance Checklist -- Stage 4 Data Marts aka Data Democratized -- Chapter 16 Data Mart Implementation -- Views on the Data Warehouse -- Segment Tables -- Access Update -- Chapter 17 Data Mart Maintenance -- Educate Team -- Identifies Issues -- Identify New Needs -- Help Track Success -- Chapter 18 Modern versus Traditional Data Stacks: What's Changed? -- What's Changed? -- Chapter 19 Row- versus Column-Oriented Database -- Row-Oriented Databases -- Column-Oriented Databases -- Summary -- Chapter 20 Style Guide Example -- Simplify -- Clean -- Naming Conventions -- Share It -- Chapter 21 Building an SST Example -- First Attempt-Same Tables with Prefixes -- Second Attempt-Operational Schema (Source Agnostic) -- Third Attempt-Application Separate, Other Sources Smashed -- Less Planning, More Implementing -- Acknowledgments and Contributions -- Thank-yous -- Index -- EULA. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | David, Matthew C. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Fowler, Dave |
| Title | The Informed Company |
| Place, publisher, and date of publication | Newark : John Wiley & Sons, Incorporated,c2021 |
| International Standard Book Number | 9781119748007 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=6790673">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=6790673</a> |
| Public note | Click to View |
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