Microsoft SQL Server 2014 Business Intelligence Development Beginner's Guide. Get to grips with Microsoft Business Intelligence and Data Warehousing technologies using this practical guide - Eлектронна книга - Reza Rad - Cучасна освітня платформа

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Microsoft SQL Server 2014 Business Intelligence Development Beginner's Guide. Get to grips with Microsoft Business Intelligence and Data Warehousing technologies using this practical guide

Reza Rad

Eлектронна книга

Microsoft SQL Server 2014 Business Intelligence Development Beginners Guide
- Table of Contents
- Microsoft SQL Server 2014 Business Intelligence Development Beginner's Guide
- Credits
- About the Author
- About the Reviewers
- www.PacktPub.com
  - Support files, eBooks, discount offers, and more
    - Why subscribe?
    - Free access for Packt account holders
    - Instant updates on new Packt books
- Preface
  - What this book covers
  - What you need for this book
  - Who this book is for
  - Conventions
  - Time for action heading
    - What just happened?
  - Reader feedback
  - Customer support
    - Downloading the example code
    - Downloading color versions of the images for this book
    - Errata
    - Piracy
    - Questions
- 1. Data Warehouse Design
  - Understanding Business Intelligence
  - The architecture and components of a BI system
    - The data warehouse
    - Extract Transform Load
    - Data model BISM
    - Data visualization
    - Master Data Management
    - Data Quality Services
  - Building the data warehouse
    - Dimensional modeling
      - Fact or measure
      - Dimension
      - The Fact table
      - Grain
    - The star schema
    - An example of Internet sales
      - FactSales
      - The customer dimension
      - DimDate
      - DimProduct
      - DimStore
    - Types of facts
      - The Factless Fact table The Bridge table
    - Types of dimensions
    - Slowly Changing Dimension
      - SCD type 0
      - SCD type 1
      - SCD type 2
  - Summary
- 2. SQL Server Analysis Services Multidimensional Cube Development
  - Why is OLAP required?
  - Understanding the SQL Server Analysis Services engine
  - Developing your first cube
  - Time for action creating an Analysis Services project
    - What just happened?
  - Time for action creating the first cube
    - What just happened?
  - Time for action viewing the cube in the browser
    - What just happened?
  - Dimensions and measures
  - Time for action using the Dimension Designer
    - What just happened?
  - Time for action change the order of the Month attribute
    - What just happened?
  - Time for action modifying the measure properties
    - What just happened?
  - Data Source View
  - Time for action creating a Named Calculation
    - What just happened?
  - Time for action using a Named Query
    - What just happened?
  - Using dimensions
  - Time for action adding a Fact relationship
    - What just happened?
  - Hierarchies
  - Time for action creating a hierarchy
    - What just happened?
  - Multidimensional eXpression, calculated members, and Named Sets
  - Time for action writing an MDX query
    - What just happened?
  - Time for action calculated members
    - What just happened?
  - Deploying and processing
  - Time for action deploying an SSAS project
    - What just happened?
  - Time for action processing the data
    - What just happened?
  - Summary
- 3. Tabular Model Development of SQL Server Analysis Services
  - Introducing SSAS Tabular
  - Developing a tabular project
  - Time for action creating a tabular project
    - What just happened?
  - Time for action creating measures
    - What just happened?
  - Creating hierarchies
  - Time for action creating a hierarchy from a single table
    - What just happened?
  - Time for action creating a hierarchy from multiple tables
    - What just happened?
  - Data Analysis eXpression, calculated columns, and measures
  - Time for action using time intelligence functions in DAX
    - What just happened?
  - Securing the data
  - Time for action security in tabular
    - What just happened?
  - Storage modes
  - Time for action creating a model with the DirectQuery storage mode
    - What just happened?
  - Tabular versus Multidimensional SSAS
  - Summary
- 4. ETL with Integration Services
  - Understanding ETL and data consolidation
    - Staging
  - SQL Server Integration Services
  - Integration Service projects and packages
  - Time for action creating your first SSIS project
    - What just happened?
  - The Control Flow tab
  - Time for action working with Control Flow tasks
    - What just happened?
  - The Data Flow tab
  - Time for action loading customer information from a flat file into a database table with a Data Flow Task
    - What just happened?
  - Containers and dynamic packages
  - Time for action looping through CSV files in a directory and loading them into a database table
    - What just happened?
  - Deploying and executing
  - Time for action deploying an SSIS project
    - What just happened?
  - Time for action executing an SSIS package from a catalog
    - What just happened?
  - Summary
- 5. Master Data Management
  - Understanding Master Data Management
  - Master Data Services
  - Time for action configuring MDS
    - What just happened?
  - Comparing WebUI with the Excel Add-in
  - Time for action installing Excel Add-in
    - What just happened?
  - Creating models and entities
  - Time for action creating a model and an entity
    - What just happened?
  - Time for action creating an entity with data from the Excel Add-in
    - What just happened?
  - Time for action change tracking
    - What just happened?
  - The entity relationship
  - Time for action creating a domain-based relationship
    - What just happened?
  - Business rules
  - Time for action creating a simple business rule
    - What just happened?
  - Working with hierarchies
  - Time for action creating a derived hierarchy
    - What just happened?
  - Security and permission
  - Time for action permission walkthrough
    - What just happened?
  - Integration management
  - Time for action a subscription view
    - What just happened?
  - Time for action entity-based staging
    - What just happened?
  - Summary
- 6. Data Quality and Data Cleansing
  - Understanding data quality
  - Data Quality Services
  - Time for action installing Data Quality Services
    - What just happened?
  - Knowledge Base Management
  - Time for action creating a Knowledge Base
    - What just happened?
  - Knowledge discovery
  - Time for action knowledge discovery
    - What just happened?
  - Data cleansing with Data Quality Projects
  - Time for action using Data Quality Project for cleansing
    - What just happened?
  - Domain and composite domain rules
  - Time for action composite domain rules
    - What just happened?
  - Synonyms and standardization
  - Time for action creating synonyms and setting standardization
    - What just happened?
  - Matching
  - Time for action matching policy
    - What just happened?
  - Time for action matching projects
    - What just happened?
  - Integrating with MDS and SSIS
  - Time for action the DQS cleansing component in SSIS
    - What just happened?
    - DQS integration with MDS
  - Summary
- 7. Data Mining Descriptive Models in SSAS
  - An introduction to data mining
  - The Microsoft Decision Tree algorithm
  - Time for action creating a data mining solution with the Microsoft Decision Tree algorithm
    - What just happened?
  - Microsoft association rules
  - Time for action the Microsoft association rule
    - What just happened?
      - Algorithm parameters
  - Summary
- 8. Identifying Data Patterns Predictive Models in SSAS
  - Finding the best algorithm
  - Time for action finding the best mining model with Lift Chart and Profit Chart
    - What just happened?
  - Predicting data with DMX
  - Time for action predicting prospective bike buyers
    - What just happened?
  - Microsoft Time Series
  - Time for action predicting future sales with Microsoft Time Series
    - What just happened?
  - Summary
- 9. Reporting Services
  - The Reporting Services architecture
  - Developing a basic report
  - Time for action creating our first report using SSRS
    - What just happened?
  - Extended report development
    - Parameters
  - Time for action adding parameters to a report
    - What just happened?
  - Printing and page configuration
  - Time for action changing a page's properties
    - What just happened?
  - Sorting and grouping
  - Time for action applying ordering and grouping on the data rows
    - What just happened?
  - Expressions
  - Time for action changing the background color of data rows based on expressions
    - What just happened?
    - Adding charts
  - Time for action working with charts in Reporting Services
    - What just happened?
  - Deploying and configuring
  - Time for action deploying a report
    - What just happened?
  - Time for action using Report Manager
    - What just happened?
  - Summary
- 10. Dashboard Design
  - The PerformancePoint service
  - Time for action configuring PerformancePoint in SharePoint
    - What just happened?
    - The Dashboard Designer utility
  - Time for action creating your first dashboard with PerformancePoint Dashboard Designer
    - What just happened?
    - The dashboard pages
  - Time for action creating a dashboard page
    - What just happened?
    - PPS dashboard's on-the-fly features
  - Time for action exploring on-the-fly features
    - What just happened?
    - Filters
  - Time for action working with filters
    - What just happened?
    - PerformancePoint Wrap Up
  - Power View
  - Time for action enabling Power View in Excel
    - What Just Happened?
  - Time for action creating the first Power View dashboard
    - What just happened?
    - Map
  - Time for action geographical data visualization using Power View
    - What just happened?
    - Scatter chart
  - Time for action visualizing time-based information with a scatter chart
    - What just happened?
    - Filtering data
  - Time for action using Filter in Power View
    - Wrapping up Power View
  - Summary
- 11. Power BI
  - Self-service ETL with Power Query
  - Time for action self-service ETL with Power Query
    - What just happened?
  - Power Map
  - Time for action data visualization with Power Map
    - What just happened?
  - Summary
- 12. Integrating Reports in Applications
  - Designing .NET applications with reports
  - Time for action installing AdventureWorks SSRS sample reports
    - What just happened?
  - Developing reports in a web application
  - Time for action working with reports in web/Windows applications
    - What just happened?
      - Processing modes
      - ReportViewer in Web and Windows
      - The ReportViewer toolbar
  - Developing reports in a Metro application
  - Time for action working with reports in Metro applications
    - What just happened?
  - Working with ReportViewer in a local processing mode
  - Time for action designing reports and working with the local processing mode
    - What just happened?
  - Passing parameters to a report
  - Time for action changing a report configuration with a ReportViewer Object through code behind
    - What just happened?
  - Using the results of a mining model in an application
  - Time for action running DMX queries from a .NET application
    - What just happened?
  - Summary
- Index

Назва: Microsoft SQL Server 2014 Business Intelligence Development Beginner's Guide. Get to grips with Microsoft Business Intelligence and Data Warehousing technologies using this practical guide
Автор: Reza Rad
Оригінальна назва: Microsoft SQL Server 2014 Business Intelligence Development Beginner's Guide. Get to grips with Microsoft Business Intelligence and Data Warehousing technologies using this practical guide
ISBN: 9781849688895, 9781849688895
Дата видання: 2014-05-26
Формат: Eлектронна книга
Ідентифікатор видання: e_3axz
Видавець: Packt Publishing

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