Sách Phân tích dữ liệu với Power Bi (Data analysis with Microsoft Power BI by Brian Larson ) - Giải pháp phân tích dữ liệu tối ưu cho doanh nghiệp

Contents
1.
2.
3.
4.
5.
6.
7.
8.

Cover
TitlePage
CopyrightPage
Dedication
ContentsataGlance
Contents
Acknowledgments
PartIUnderstandingBusinessIntelligenceandPowerBI
1. Chapter1HowtoUseThisBook
1. TheToolChestCalledPowerBI
1. TheBIProcess
2. PowerBIPartsandPieces

2. TheRightTool(s)fortheJob
1.
2.
3.
4.

ConsumingPowerBIReports

PowerBIasaDataVisualizationTool
PowerBIasaModelingTool
PowerBIasaDataWarehouse/DataMart

3. WheretoFindWhatYouNeed
1. ObtainingPowerBIDesktopSoftware
2. SampleCodeandSupportingMaterials
3. InformationonPowerBINewFeaturesand
Enhancements

4. HowtoSucceedatSelf-ServiceAnalytics


2. Chapter2SuccessfulSelf-ServiceAnalytics
1. WhatIsBusinessIntelligence?
1. DefiningKPIs

2. IsYourOrganizationReadyforBI?
1.
2.
3.
4.
5.
6.

Desire
RealisticExpectations
OngoingCareandFeeding
Well-DefinedKPIs
ActionableKPIs

ReliableSourcesofData

3. Implementation:BestPractices
1.
2.
3.
4.
5.
6.
7.
8.

TakeanIterativeImplementationApproach
UtilizeaDataWarehouse/DataMart
CleanseandValidateDuringDataGathering
CreateUser-FriendlyDataModels
PublishLatency
ProvideTrainingandSupport
UsetheRightToolfortheJob
EstablishStandardsandLimits

4. SuccessfullyUsingPowerBI

9. PartIIInteractingwithPowerBI
1. Chapter3PowerBIArchitecture
1. ThePowerBIArchitecture
1.
2.
3.
4.

PowerBIDesktop
ThePowerBIService
ThePowerBIReportServer
ThePowerBIMobileApp


2.
3.
4.
5.

PowerBIDesktopOptimizations
PowerBIUpdates
MicrosoftOn-premisesDataGateway
WhatDoestheDataHavetoSay?

2. Chapter4UsingPowerBIVisualizations
1. PowerBIDesktop
1. ObtainingWhatYouNeed
2. OpeningtheReport/PreparingtheEnvironment

2. InteractingwithaPowerBIReport
1. WorkingwithaSingleReportItem
2. InteractingwithMultipleReportItems

3. ChangingtheDatawithSlicersandFilters
1. Slicers
2. Filters

4. NavigatingPowerBIReports
1.
2.
3.
4.

DrillDownandDrillthrough
Buttons
Bookmarks
AdditionalDataInteractions

5. ACloudyForecast

3. Chapter5UsingthePowerBIService(PowerBI.com)
1. PowerBI.com
1. TheOrganizationofPowerBI.com
2. ConnectingtoPowerBI.com
3. TheNavigationPane


2. Workspaces
1.
2.
3.
4.
5.

Reports
Dashboards
Workbooks

Datasets
Dataflows

3. AdditionalAreasandItemsWithinPowerBI.com
1. AdditionalNavigationPaneItems
2. AdditionalButtons

4. HowItAllGetsMade

10. PartIIICreatingVisualizations
1. Chapter6BasicDataVisualizations
1. LearnByDoing
1. StartingPoint

2. BasicVisualizations
1.
2.
3.
4.

MaximumMiniaturesManufacturing
OurFirstReportPage
Text-basedVisualizations
GraphicalVisualizations

3. Interactivity
1. Slicers
2. Filters
3. Drillthrough

4. GeographicVisualizations


1. BingMapVisualizations
2. ShapeMapVisualizations
3. GISMapVisualizations

5. OtherVisualElements
1. TextBoxes,Images,andShapes

6. FancyFormatting

2. Chapter7VisualizationFormatting
1. TheVisualizationFormatTab
1. ReportPage
2. AllItems
3. Charts
4. AdditionalChartFunctionalGroups
5. TableandMatrix
6. CardandMulti-rowCard
7. PieChart,DonutChart,Treemap,andMaps
8. Funnel
9. Gauge
10. KPI
11. Slicer
12. Button,Shape,andImage

2. AdvancedFormattingDialogBoxes
1. ConditionalFormattingAdvancedControls
DialogBox

2. DataBarsAdvancedControlsDialogBox

3. TheVisualizationAnalyticsTab
1. TypesofAnalyticsLines
2. ControlsforEditingAnalyticsLines


4. Themes
5. NewWaystoInteractandVisualize

3. Chapter8AdvancedInteractivityandCustomVisualizations
1. ControllingInteractivity
1. ControllingInteractions
2. SynchronizingSlicers

2. CreatingInteractivity
1.
2.
3.
4.

CustomTooltips
Bookmarks
SelectionPane
Buttons

3. CustomizingVisualizations
1. CustomVisualizationsfromtheMarketplace
2. CustomVisualizationsfromRandPython
3. CreatingaCustomShapeMap

4. MovingontoModeling

11. PartIVBuildingDataModels
1. Chapter9LoadingDatawithPowerBI
1. GatheringData
1. GetData
2. PowerBIConnectionTypes

2. TransformingDataDuringtheDataImport
1. ThePowerBIQueryEditor
2. ANewSample:WorldPopulation


3. RepeatingandChangingtheDataImport
1. RefreshingDatainPowerBIDesktop
2. ModifyingQueries
3. TheAdvancedEditorandthePowerQuery
FormulaLanguage
4. DataSourcePermissions

4. RelationshipsandIntermediateTables
1. CreatinganIntermediateTablefromaData
Source
2. ManuallyCreatingIntermediateTables

5. Parameters
1. PuttingParameterstoUse

6. Transformers

2. Chapter10PowerBITransformationReference
1. TransformationReference
1. Informational-OnlyTransformations
2. TransformationsontheQueryEditorHome
Tab
3. TransformationsontheQueryEditor
TransformTab
4. TransformationsontheQueryEditorAdd
ColumnTab

2. ModelBuilding

3. Chapter11CreatingaTabularModelinPowerBI
1. Relationships


1. CreatingRelationships

2. User-FriendlyModels
1. HidingColumnsfromtheEndUser
2. ColumnNamesandDescriptions

3. FormattingandCategories
1. OneFinalRelationship
2. DataCategories
3. Hierarchies,Groups,andBins

4. MeasuringUp

4. Chapter12MeasuresandCalculatedColumns
1. CalculatedColumns
1. CreatingaCalculatedColumn
2. TheContextforCalculatedColumns

2. Measures
1.
2.
3.
4.
5.
6.
7.

DefaultSummarization
ExplicitMeasures
MeasuresandContext
DefiningContextWithinaMeasure
TimeAnalytics
Row-by-RowCalculations
TheFILTER()Function

3. DAXVariables
1. DeclaringDAXVariablesandAssigninga
Value
2. UsingaDAXVariable
3. UsingReturninaMeasure


4. EverythingDAX

5. Chapter13DAXLanguageReference
1. DAXOperators
1.
2.
3.
4.

ComparisonOperators
ArithmeticOperators
TextOperator
LogicalOperators

2. DAXFunctions
1.
2.
3.
4.
5.
6.

ModifyingContext
Table-ValuedFunctions
AggregateFunctions
DAXFunctionsforTimeAnalytics
Parent/ChildRelationships
AdditionalDAXFunctions

3. AdditionalModeling

6. Chapter14AdditionalPowerBIDesktopFeatures
1. AdditionalPowerBIDataModelFeatures
1.
2.
3.
4.
5.

Synonyms
LinguisticSchemas
DisplayFolder
What-IfParameters
Roles

2. PerformanceAnalyzer
1. CapturingPerformanceInformation
2. ViewingtheDAXQuery

3. ImportandExport


1. ExcelWorkbookContent
2. PowerBITemplates

4. SpreadingtheWord

12. PartVSharingContent
1. Chapter15SharingContentonthePowerBIService
(PowerBI.com)
1. ThePowerBIServiceandDataRefresh

1.
2.
3.
4.
5.

TheOn-premisesDataGateway
TheOn-premisesDataGatewayArchitecture
InstallingtheOn-premisesDataGateway
ManagingtheOn-premisesDataGateway
ManagingtheOn-premisesDataGateway
(personalmode)
6. SettingaDatasetforScheduledRefresh

2. ThePowerBIServiceandSharing
1. UsingShare
2. UsingContentPacks
3. UsingApps

3. ThePowerBIServiceandRow-LevelSecurity
1. AssigningUserstoaCustomSecurityRole

4. AnotherWaytoShare

2. Chapter16SavingtothePowerBIReportServer
1. PowerBIServiceandPowerBIReportServer
Comparison
1. Versions

2. PowerBIDesktopOptimizations

2. InstallingPowerBIReportServer
1. ThePowerBIReportServerInstallation
Executable
2. TheReportServerConfigurationManager

3. TheReportCatalog
1. Folders
2. TheWebPortal
3. SavingaReporttothePowerBIReportServer

4. Security
1. FolderandReportSecurity
2. Row-LevelSecurity

5. BrandingthePowerBIReportServer
1. ModifyingtheSiteName
2. CreatingaBrandPackage

6. PoweredUpandReadytoGo

13. Index

Guide
1. Cover
2. TitlePage
3. DataAnalysiswithMicrosoftPowerBI

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