Delivering business intelligence with Microsoft SQL server 2012:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
McGraw-Hill/Osborne
2012
|
| Ausgabe: | 3. ed. |
| Schriftenreihe: | Essential skills for database professionals
|
| Schlagworte: | |
| Online-Zugang: | Contributor biographical information Publisher description Table of contents only Inhaltsverzeichnis |
| Beschreibung: | Includes index. |
| Beschreibung: | xviii, 813 p. ill. 23 cm |
| ISBN: | 9780071759380 |
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| adam_text | Titel: Delivering business intelligence with Microsoft SQL server 2012
Autor: Larson, Brian
Jahr: 2012
Contents at a Glance
Part I Business Intelligence
Chapter 1 Equipping the Organization for Effective Decision Making............ 3
Chapter 2 Making the Most of What You ve Got-Using Business Intelligence...... 13
Chapter 3 Seeking the Source-The Source of Business Intelligence............ 23
Chapter 4 Two, Two, Two Models in One-The Bl Semantic Model............. 41
Chapter 5 First Steps-Beginning the Development of Business Intelligence...... 59
Part II Defining Business Intelligence Structures _________ _______ _
Chapter 6 Building Foundations-Creating Data Marts.................... 89
Chapter 7 Transformers-Integration Services Structure and Components........ 135
Chapter 8 Fill er Up-Using Integration Services for Populating Data Marts....... 247
Part III Working with a Multidimensional Bl Semantic Model
Chapter 9 Cubism-Measures and Dimensions......................... 327
Chapter 10 Bells and Whistles-Special Features of OLAP Cubes............... 361
Chapter 11 Writing a New Script-MDX Scripting........................ 419
Chapter 12 Pulling It Out and Building It Up-MDX Queries.................. 463
Part IV Working with a Tabular Bl Semantic Model ___ __
Chapter 13 Setting the Table-Creating a Tabular Bl Semantic Model ........... 501
Chapter 14 A Fancy Table-Tabular Bl Semantic Model Advanced Features........ 551
VII
Vlii Delivering Business Intelligence with Microsoft SQL Server 2012
Party Mining_______________________________________________
Chapter 15 Panning for Gold-Introduction to Data Mining.................. 597
Chapter 16 Building the Mine-Working with the Data Mining Model........... 623
Chapter 17 Spelunking-Exploration Using Data Mining.................... 657
Part VI Delivering____________________________________________
Chapter 18 Special Delivery-Microsoft Business Intelligence Client Tools......... 691
Chapter 19 Lef s Get Together-Integrating Business Intelligence
with Your Applications................................ 761
Index............................................ 783
Contents
Acknowledgments ...................................... xvii
The Maximum Miniatures Databases and Other Supporting Materials ..... xviii
Part I Business Intelligence
Chapter 1 Equipping the Organization for Effective Decision Making............ 3
Effective Decision Making .......................................... 4
Who Is a Decision Maker?...................................... 4
What Is an Effective Decision?................................... 5
Keys to Effective Decision Making...................................... 6
AreWeGoing HitherorYon?.................................... 6
Is Your Map Upside-Down?..................................... 8
Panicked Gossip, the Crow s Nest, or the Wireless........................ 9
Business Intelligence............................................. 11
Business Intelligence and Microsoft SQL Server 2012...................... 12
Chapter 2 Making the Most of What You ve Got-Using Business Intelligence...... 13
What Business Intelligence Can DoforYou................................ 14
When We Know What We Are Looking For............................ 14
Discovering New Questions and Their Answers......................... 15
Business Intelligence at Many Levels.................................... 16
The Top of the Pyramid....................................... 17
Mid-Level............................................... 18
TheBroadBase............................................ 19
Maximum Miniatures, Inc........................................... 19
Business Needs............................................ 20
Current Systems........................................... 21
Building the Foundation........................................... 22
Chapter 3 Seeking the Source-The Source of Business Intelligence............ 23
Seeking the Source.............................................. 24
Transactional Data.......................................... 24
IX
X Delivering Business Intelligence with Microsoft SQL Server 2012
The Data Mart................................................. 27
Features of a Data Mart....................................... 28
Data Mart Structure......................................... 30
Snowflakes, Stars, and Analysis Services.................................. 39
Chapter 4 Two, Two, Two Models in One-The Bl Semantic Model............. 41
Online Analytical Processing......................................... 42
The Bl Semantic Model....................................... 43
Building OLAP Out of Cubes-The Multidimensional Model...................... 43
Features of a Multidimensional Model Implementation.................... 46
Architecture of a Multidimensional Model Implementation.................. 48
The Parts of a Multidimensional Model Implementation.................... 50
Building OLAP Out of Tables-The Tabular Model............................ 56
Features of a Tabular Model.................................... 56
Architecture of a Tabular Model.................................. 57
Choosing an Implementation Method................................... 58
Tools of the Trade............................................... 58
Chapter 5 First Steps-Beginning the Development of Business Intelligence...... 59
SQL Server Data Tools............................................. 60
Visual Studio............................................. 60
Navigating SQL Server Data Tools................................. 61
SQL Server Data Tools Options................................... 77
The SQL Server Management Studio.................................... 79
The SQL Server Management Studio User Interface....................... 79
Don Your Hardhat............................................... 86
Part II Defining Business Intelligence Structures
Chapter 6 Building Foundations-Creating Data Marts.................... 89
Data Mart.................................................... 90
Who Needs a Data Mart Anyway?................................. 90
Designing a Data Mart............................................ 93
Decision Makers Needs....................................... 94
Available Data............................................ 95
Data Mart Structures......................................... 95
Creating a Data Mart Using the SQL Server Management Studio............... 107
Creating a Data Mart Using SQL Server Data Tools........................ 116
Contents xi
Table Compression .............................................. 129
Types of Table Compression .................................... 130
The Benefits of Integration.......................................... 133
Chapter 7 Transformers-Integration Services Structure and Components........ 135
Integration Services.............................................. 136
Package Structure.......................................... 136
Packageltems................................................. 149
Control Flow............................................. 149
Data Flow............................................... 185
Getting Under the Sink............................................ 245
Chapter 8 Fill er Up-Using Integration Services for Populating Data Marts....... 247
Package Development Features....................................... 248
Give Ita Try.............................................. 248
Programming in Integration Services Packages......................... 256
Package Development Tools.................................... 264
Change Data Capture............................................. 276
Change Data Capture Architecture................................. 277
Loading a Data Mart Table from a Change Data Capture Change Table ........... 281
Loading a Fact Table ............................................. 285
Putting Integration Services Packages into Production ......................... 301
Parameters.............................................. 301
The Integration Services Catalog.................................. 303
Managing Packages in the Integration Services Catalog.................... 315
Executing Packages from the SSIS Catalog............................ 321
Meanwhile, Backatthe Bl Semantic Model................................ 323
Part III Working with a Multidimensional Bl Semantic Model
Chapter 9 Cubism-Measures and Dimensions......................... 327
Building a Multidimensional Bl Semantic Model............................. 328
CreatingaCube............................................ 328
Measures.................................................... 334
Measure Groups........................................... 334
Made-up Facts-Calculated Measures.............................. 336
It Doesn t Add Up-Measure Aggregates Other Than Sum.................. 339
XII Delivering Business Intelligence with Microsoft SQL Server 2012
Dimensions................................................... 345
Managing Dimensions........................................ 345
Relating Dimensions to Measure Groups............................. 351
Types of Dimensions......................................... 353
Slowly Changing Dimensions.................................... 356
You Are Special ................................................ 360
Chapter 10 Bells and Whistles-Special Features of OLAP Cubes............... 361
Where No Cube Has Gone Before...................................... 362
Deploying and Processing...................................... 363
Deploying from SQL Server Data Tools.............................. 363
Deploying from the Analysis Services Deployment Wizard................... 371
AdditionalCubeFeatures........................................... 380
LinkedObjects............................................ 380
The Business Intelligence Wizard................................. 382
Key Performance Indicators .................................... 384
Actions................................................. 391
Partitions............................................... 394
Aggregation Design......................................... 411
Perspectives.............................................. 415
Translations.............................................. 416
More Sophisticated Scripting........................................ 417
Chapter 11 Writing a New Script-MDX Scripting........................ 419
Terms and Concepts.............................................. 420
WhereAreWe?............................................ 420
Getting There from Here...................................... 440
Putting MDX Scripting to Work....................................... 447
Cube Security............................................. 447
This Year-to-Last Year Comparisons and Year-to-Date Rollups................ 456
Extracting Data from Cubes......................................... 462
Chapter 12 Pulling It Out and Building It Up-MDX Queries.................. 463
The MDX SELECT Statement......................................... 464
The Basic MDX SELECT Statement................................. 465
Additional Tools for Querying ................................... 478
Additional Dimensions....................................... 488
Contents XIII
Additional MDXSyntax............................................ 490
Operators............................................... 490
Functions............................................... 493
Tabling the Matter .............................................. 497
Part IV Working with a Tabular Bl Semantic Model
Chapter 13 Setting the Table-Creating a Tabular Bl Semantic Model ........... 501
Preparation for Creating Tabular Models.................................. 502
SQL Server Analysis Services Tabular Instance.......................... 502
Managing the Workspace Database................................ 503
Creating a Tabular Model........................................... 506
Data Sources for Our Tabular Models............................... 506
Measures in a Tabular Model.................................... 519
Manually Creating a Time Table.................................. 521
Relationships and Hierarchies................................... 526
Validating the Model Using the Analyze in Excel Feature ................... 530
A Second Tabular Model........................................... 533
Data Persistence........................................... 533
Calculated Columns......................................... 540
Hierarchies Spanning Multiple Tables............................... 543
Putting More on the Table.......................................... 549
Chapter 14 A Fancy Table-Tabular Bl Semantic Model Advanced Features........ 551
Enhancing Our Tabular Model........................................ 552
Table and Column Properties.................................... 552
Adding Images to a Tabular Model................................ 553
Parent/Child Relationships..................................... 557
Multiple Relationships Between the Same Tables........................ 560
Partitions............................................... 562
Perspectives.............................................. 563
DAX Functions................................................. 566
The Context for Measures and Calculated Columns....................... 566
Filtering Aggregates......................................... 568
Table-Valued Functions....................................... 574
Aggregate Functions ........................................ 575
DAX Functions for Time Analytics................................. 579
Putting DAX Functions to Use ................................... 582
XIV Delivering Business Intelligence with Microsoft SQL Server 2012
Deploying a Tabular Model.......................................... 585
Deployment Configuration..................................... 586
Completing the Deployment.................................... 588
Can You Dig It?................................................. 593
PartV Mining_______________________________________________
Chapter 15 Panning for Gold-Introduction to Data Mining.................. 597
What Is Data Mining?............................................. 598
Orderfrom Chaos........................................... 598
Tasks Accomplished by Data Mining................................ 602
Stepsfor Data Mining........................................ 608
Data Mining Algorithms........................................... 610
Microsoft Decision Trees....................................... 611
Microsoft Linear Regression .................................... 612
Microsoft Naive Bayes........................................ 613
Microsoft Clustering......................................... 614
Microsoft Association Rules..................................... 616
Microsoft Sequence Clustering................................... 617
Microsoft Time Series........................................ 618
Microsoft Neural Network...................................... 620
Microsoft Logistic Regression.................................... 621
Grab a Pick Axe................................................. 622
Chapter 16 Building the Mine-Working with the Data Mining Model........... 623
Data Mining Structure ............................................ 624
Data Columns............................................. 624
Data Mining Model ......................................... 625
Training Data Set........................................... 625
Mining Model Viewer............................................. 640
Microsoft Decision Trees....................................... 641
Microsoft Naive Bayes........................................ 645
Microsoft Clustering......................................... 648
Microsoft Neural Network...................................... 651
Microsoft Association Rules..................................... 653
Microsoft Sequence Clustering................................... 655
Microsoft Time Series........................................ 655
Reading the Tea Leaves............................................ 656
Contents XV
Chapter 17 Spelunking-Exploration Using Data Mining.................... 657
Mining Accuracy Chart............................................ 658
Column Mapping........................................... 659
Lift Chart ............................................... 660
Profit Chart.............................................. 664
Classification Matrix......................................... 666
Cross Validation ........................................... 668
Mining Model Prediction........................................... 670
A Singleton Query.......................................... 670
A Prediction Join Query....................................... 674
Data Mining Extensions............................................ 681
Prediction Query Syntax....................................... 681
Types of Prediction Queries..................................... 682
Special Delivery................................................ 688
Part VI Delivering
Chapter 18 Special Delivery-Microsoft Business Intelligence Client Tools......... 691
Front-End Bl Tools from Microsoft ..................................... 692
Selecting a Front-End Bl Tool.................................... 693
A Bit of Knowledge Is a Big Help.................................. 694
Reporting Services............................................... 695
Report Structure........................................... 696
Report Delivery............................................ 698
Data Regions............................................. 699
Creating a Reporting Services Report............................... 701
Excel....................................................... 714
Creating Pivot Tables and Pivot Charts.............................. 714
PivotChart.............................................. 724
PerformancePoint Services in SharePoint 2010.............................. 727
Creating a Site Collection Using the Business Intelligence Center Template......... 728
Creating a Dashboard Using PerformancePoint Services.................... 731
Power View................................................... 746
Setting Up Power View in SharePoint 2010........................... 747
Creating a Connection to a Tabular Bl Semantic Model..................... 754
Creating a Power View Report................................... 756
Putting It All Together............................................ 760
XVI Delivering Business Intelligence with Microsoft SQL Server 2012
Chapter 19 Lef s Get Together-Integrating Business Intelligence
with Your Applications................................ 761
AD0MD.NET.................................................. 762
AD0MD.NET Structure........................................ 762
AD0MD.NET Example........................................ 764
Integrating a Reporting Services Report with an Application...................... 771
Report Server............................................. 771
Folders................................................. 772
The Report Manager......................................... 772
Deploying Reports Using SQL Server Data Tools......................... 773
Web Service Access ......................................... 776
Great Capabilities, Great Opportunities.............................. 782
Index............................................... 783
|
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| spelling | Larson, Brian Verfasser aut Delivering business intelligence with Microsoft SQL server 2012 Brian Larson 3. ed. New York [u.a.] McGraw-Hill/Osborne 2012 xviii, 813 p. ill. 23 cm txt rdacontent n rdamedia nc rdacarrier Essential skills for database professionals Includes index. SQL server Business intelligence Client/server computing SQL Server 2012 (DE-588)1023283433 gnd rswk-swf Business Intelligence (DE-588)4588307-5 gnd rswk-swf Business Intelligence (DE-588)4588307-5 s SQL Server 2012 (DE-588)1023283433 s DE-604 http://www.loc.gov/catdir/enhancements/fy0642/2006275141-b.html Contributor biographical information http://www.loc.gov/catdir/enhancements/fy0642/2006275141-d.html Publisher description http://www.loc.gov/catdir/enhancements/fy0642/2006275141-t.html Table of contents only HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025692827&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Larson, Brian Delivering business intelligence with Microsoft SQL server 2012 SQL server Business intelligence Client/server computing SQL Server 2012 (DE-588)1023283433 gnd Business Intelligence (DE-588)4588307-5 gnd |
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| title | Delivering business intelligence with Microsoft SQL server 2012 |
| title_auth | Delivering business intelligence with Microsoft SQL server 2012 |
| title_exact_search | Delivering business intelligence with Microsoft SQL server 2012 |
| title_full | Delivering business intelligence with Microsoft SQL server 2012 Brian Larson |
| title_fullStr | Delivering business intelligence with Microsoft SQL server 2012 Brian Larson |
| title_full_unstemmed | Delivering business intelligence with Microsoft SQL server 2012 Brian Larson |
| title_short | Delivering business intelligence with Microsoft SQL server 2012 |
| title_sort | delivering business intelligence with microsoft sql server 2012 |
| topic | SQL server Business intelligence Client/server computing SQL Server 2012 (DE-588)1023283433 gnd Business Intelligence (DE-588)4588307-5 gnd |
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