Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data...
Transcript of Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data...
![Page 1: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/1.jpg)
Module 1: Introduction to Microsoft
SQL Server Analysis Services
![Page 2: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/2.jpg)
Overview
•Overview of Data Analysis Solutions
•Overview of SQL Server Analysis Services
![Page 3: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/3.jpg)
Lesson 1: Overview of Data Analysis Solutions
•Discussion: Why Business Intelligence?
• The Need for Data Analysis
•Common Kinds of Data Analysis Solutions
•Relational Reporting Concepts
•OLAP Concepts
•Data Mining Concepts
![Page 4: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/4.jpg)
Discussion: Why Business Intelligence?
•Continuous Business Improvement
•Better, More Informed, Faster Business Decisions
![Page 5: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/5.jpg)
The Need for Data Analysis
Understand key business performance metrics
Identify business trends and issues
Identify behaviour that needs to be forecast
![Page 6: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/6.jpg)
Common Kinds of Data Analysis Solutions
Relational reporting can generate meaningful data from Online Transaction Processing data sources
Online Analytical Processing systems aggregate and store data
Data mining is used to search data for patterns and correlations
![Page 7: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/7.jpg)
Relational Reporting Concepts
OLTP Database
Report Server
Client Application
![Page 8: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/8.jpg)
OLAP Concepts
…Dimension
Tables
Fact TablePartitions
Staging DatabaseOr ODS
… Cube Partitions
SSIS or Bulk Insert
SSIS Fact Table Loads
SSIS DimensionTable Loads
Dimensions
Cube Processing
Data Sources
Data Warehouse
![Page 9: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/9.jpg)
Data Mining Concepts
Integration ServicesData Source View
Data Mining Designer
Deployingand updating
models
Definingthe problem
Preparingdata Exploring
data
Buildingmodels
Validatingmodels
![Page 10: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/10.jpg)
Lesson 2: Overview of SQL Server Analysis Services
•Key Features of Analysis Services
•Analysis Services Architecture
•Analysis Services Tools
• Fundamental Analysis Services Objects
•New Analysis Services Features in SQL Server 2012
![Page 11: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/11.jpg)
Key Features of Analysis Services
Analysis Services combines data from both OLAP and relational sources
OLAP functionality allows you to query aggregated data stored in multidimensional cubes
Data mining can identify relationships within your data
KPI support enables you to create balanced scorecards to evaluate performance
![Page 12: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/12.jpg)
Data Pump
Data Sources
Relational Databases
Analysis Services Architecture
SQL Server 2012Analysis Services Instance
IntegrationServicesPackages
IIS
XMLAOver
TCP/IP
XMLAOverHTTP
(WAN)
OLE DB for OLAP ADO MD.NET
ADO MD
XMLAOver
TCP/IPOR
Win32Applications
forOLAP and
Data Mining
.NET ClientApplications
for OLAPand/or
Data Mining Any applicationfor OLAP and Data Mining
COM-based Client applications for
OLAP and/or Data Mining
![Page 13: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/13.jpg)
Analysis Services Tools
SQL Server Data Tools (previously known as Business Intelligence Development Studio)
SQL Server Management Studio
SQL Server Configuration Manager
![Page 14: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/14.jpg)
Fundamental Analysis Services Objects
Measures are the numeric values, or facts, that users analyze
Data sources store connection information
Measure groups are logical groupings of measures
Dimensions provide context to measures
Cubes are the objects that users manipulate to access the data
Data source views provide an abstract layer for the data sources
![Page 15: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/15.jpg)
New Analysis Services Features in SQL Server 2012
New Aggregation Designer
Cube Wizard has been simplified and enhanced
Several Dimension design improvements
Enhanced performance in all backup and restore scenarios
Analysis Services personalization extensions
Sample databases and sample applications are now available on the SQL Server Samples Web site
![Page 16: Module 1: Introduction to Microsoft SQL Server …...models Defining the problem Preparing data Exploring data Building models Validating models Lesson 2: Overview of SQL Server Analysis](https://reader034.fdocuments.net/reader034/viewer/2022050206/5f5942c3c065712f9527c5ec/html5/thumbnails/16.jpg)
Module Review and Takeaways
•Review Questions
•Common Issues and Troubleshooting Tips