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 - Helion
ebook
Autor: Reza RadTytuł oryginału: 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
stron: 350, Format: ebook
Data wydania: 2014-05-26
Księgarnia: Helion
Cena książki: 159,00 zł
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Spis treści
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 eBook -- spis treści
- 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
- Support files, eBooks, discount offers, and more
- 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
- Dimensional modeling
- 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
- Understanding ETL and data consolidation
- 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
- What just happened?
- 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
- What just happened?
- 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