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خانه » فروشگاه » Microsoft Power BI Desktop for Business Intelligence (2023)

Microsoft Power BI Desktop for Business Intelligence (2023)

سرفصل های دوره

Master Power BI Desktop for data analysis with hands-on assignments & projects from top-rated Power BI instructors


01 - Getting Started
  • 001 READ ME Important Notes for New Students.html
  • 002 Course Introduction
  • 003 Course Structure & Outline
  • 004 AdventureWorks-Images.zip
  • 004 AdventureWorks-PBIX-Files.zip
  • 004 AdventureWorks-Raw-Data.zip
  • 004 DOWNLOAD Course Resources.html
  • 004 Power-BI-for-Business-Intelligence.pdf
  • 005 Introducing the Course Project
  • 006 Setting Expectations

    • 02 - Introducing Microsoft Power BI Desktop
  • 001 Section Introduction
  • 002 Meet Power BI Desktop
  • 003 Downloading Power BI
  • 004 IMPORTANT Adjusting Settings
  • 005 Power BI Desktop Interface & Workflow
  • 006 Resources & Monthly Updates

    • 03 - Connecting & Shaping Data
  • 001 Section Introduction
  • 002 Power BI Front-End vs. Back-End
  • 003 Types of Data Connectors
  • 004 The Power Query Editor
  • 005 Basic Table Transformations
  • 006 ASSIGNMENT Table Transformations
  • 007 SOLUTION Table Transformations
  • 008 PRO TIP Storage & Connection Modes
  • 009 Connecting to a Database
  • 010 Extracting Data from the Web
  • 011 Data QA & Profiling Tools
  • 012 Text Tools
  • 013 ASSIGNMENT Text-Specific Tools
  • 014 SOLUTION Text-Specific Tools
  • 015 Numerical Tools
  • 016 ASSIGNMENT Numerical Tools
  • 017 SOLUTION Numerical Tools
  • 018 Date & Time Tools
  • 019 Change Type with Locale
  • 020 PRO TIP Rolling Calendars
  • 021 ASSIGNMENT Calendar Tables
  • 022 SOLUTION Calendar Tables
  • 023 Index & Conditional Columns
  • 024 Calculated Column Best Practices
  • 025 Grouping & Aggregating
  • 026 Pivoting & Unpivoting
  • 027 Merging Queries
  • 028 Appending Queries
  • 029 PRO TIP Appending Files from a Folder
  • 030 Data Source Settings
  • 031 PRO TIP Data Source Parameters
  • 032 Refreshing Queries
  • 033 PRO TIP Importing Excel Models
  • 034 Power Query Best Practices

    • 04 - Creating a Data Model
  • 001 Section Introduction
  • 002 Data Modeling 101
  • 003 Database Normalization
  • 004 Fact & Dimension Tables
  • 005 Primary & Foreign Keys
  • 006 Relationships vs. Merged Tables
  • 007 Creating Table Relationships
  • 008 Managing & Editing Relationships
  • 009 Star & Snowflake Schemas
  • 010 ASSIGNMENT Table Relationships
  • 011 SOLUTION Table Relationships
  • 012 PRO TIP Active & Inactive Relationships
  • 013 Relationship Cardinality
  • 014 Connecting Multiple Fact Tables
  • 015 Filter Context & Filter Flow
  • 016 Bi-Directional Filters & Ambiguity
  • 017 Hiding Fields from Report View
  • 018 ASSIGNMENT Filter Flow
  • 019 SOLUTION Filter Flow
  • 020 PRO TIP Model Layouts
  • 021 Data Formats & Categories
  • 022 Creating Hierarchies
  • 023 ASSIGNMENT Hierarchies
  • 024 SOLUTION Hierarchies
  • 025 Data Model Best Practices

    • 05 - Calculated Fields with DAX
  • 001 Section Introduction
  • 002 Data Analysis Expressions 101
  • 003 DAX vs. M Languages
  • 004 Intro to DAX Calculated Columns
  • 005 Intro to DAX Measures
  • 006 Implicit vs. Explicit Measures
  • 007 Quick Measures
  • 008 RECAP Calculated Columns vs. Measures
  • 009 PRO TIP Dedicated Measure Tables
  • 010 Understanding Filter Context
  • 011 Step-by-Step DAX Measure Calculation
  • 012 DAX Syntax & Operators
  • 013 Common DAX Function Categories
  • 014 Basic Math & Stats Functions
  • 015 Counting Functions
  • 016 ASSIGNMENT Math & Stats Functions
  • 017 SOLUTION Math & Stats Functions
  • 018 Conditional & Logical Functions
  • 019 The SWITCH Function
  • 020 ASSIGNMENT Logical Functions
  • 021 SOLUTION Logical Functions
  • 022 Common Text Functions
  • 023 ASSIGNMENT Text Functions
  • 024 SOLUTION Text Functions
  • 025 Basic Date & Time Functions
  • 026 ASSIGNMENT Date & Time
  • 027 SOLUTION Date & Time
  • 028 Joining Data with RELATED
  • 029 The CALCULATE Function
  • 030 DAX Measure Totals
  • 031 ASSIGNMENT CALCULATE
  • 032 SOLUTION CALCULATE
  • 033 The ALL Function
  • 034 ASSIGNMENT CALCULATE & ALL
  • 035 SOLUTION CALCULATE & ALL
  • 036 The FILTER Function
  • 037 Iterator (X) Functions
  • 038 ASSIGNMENT Iterators
  • 039 SOLUTION Iterators
  • 040 Time Intelligence Patterns
  • 041 ASSIGNMENT Time Intelligence
  • 042 SOLUTION Time Intelligence
  • 043 DAX Best Practices

    • 06 - Visualizing Data with Reports
  • 001 Section Introduction
  • 002 The 3 Key Questions
  • 003 Dashboard Design Framework
  • 004 Sketching the Dashboard Layout
  • 005 Adding Report Pages & Objects
  • 006 Naming & Grouping Objects
  • 007 Cards & Multi-Row Cards
  • 008 ASSIGNMENT Cards
  • 009 SOLUTION Cards
  • 010 Building & Formatting Charts
  • 011 Line Charts
  • 012 PRO TIP Trend Lines & Forecasts
  • 013 ASSIGNMENT Line Chart & Trend
  • 014 SOLUTION Line Chart & Trend
  • 015 KPI Cards
  • 016 Bar & Donut Charts
  • 017 Basic Filtering Options
  • 018 ASSIGNMENT Donuts & Filters
  • 019 SOLUTION Donuts & Filters
  • 020 Table & Matrix Visuals
  • 021 Conditional formatting
  • 022 Top N Filtering
  • 023 ASSIGNMENT Tables
  • 024 SOLUTION Tables
  • 025 Top N Text Cards
  • 026 ASSIGNMENT Top N Text Cards
  • 027 SOLUTION Top N Text Cards
  • 028 Map Visuals
  • 029 Report Slicers
  • 030 ASSIGNMENT Slicers
  • 031 SOLUTION Slicers
  • 032 PRO TIP HASONEVALUE
  • 033 Gauge Charts
  • 034 PRO TIP Advanced Conditional Formatting
  • 035 Area Charts
  • 036 Drill Up & Drill Down
  • 037 ASSIGNMENT Drill Up & Drill Down
  • 038 SOLUTION Drill Up & Drill Down
  • 039 Drillthrough Filters
  • 040 Editing Report Interactions
  • 041 ASSIGNMENT Report Interactions
  • 042 SOLUTION Report Interactions
  • 043 Adding Bookmarks
  • 044 ASSIGNMENT Bookmarks
  • 045 SOLUTION Bookmarks
  • 046 PRO TIP Custom Navigation Buttons
  • 047 PRO TIP Slicer Panels
  • 048 Numeric Range Parameters
  • 049 Fields Parameters
  • 050 ASSIGNMENT Fields Parameters
  • 051 SOLUTION Fields Parameters
  • 052 PRO TIP Custom Tool Tips
  • 053 Importing Custom Visuals
  • 054 Managing & Viewing Roles
  • 055 Mobile Layouts
  • 056 PREVIEW Publishing to Power BI Service
  • 057 Data Visualization Best Practices

    • 07 - Artificial Intelligence (AI)
  • 001 Section Introduction
  • 002 Anomaly Detection
  • 003 Smart Narratives
  • 004 Q&A Visuals
  • 005 Decomposition Trees
  • 006 Key Influencers

    • 08 - Power BI Optimization Tools
  • 001 Section Introduction
  • 002 The Optimize Ribbon
  • 003 Pausing Visuals
  • 004 Optimization Presets
  • 005 Applying All Slicers
  • 006 Performance Analyzer
  • 007 External Tools

    • 09 - BONUS PROJECT Maven Market
  • 001 Introduction.html
  • 001 Maven-Market-CSV-Files.zip
  • 001 Maven-Market-Report-COMPLETE.zip
  • 001 maven-market.zip
  • 002 PART 1 Connecting & Shaping the Data.html
  • 003 PART 2 Creating the Data Model.html
  • 004 PART 3 Adding DAX Measures.html
  • 005 PART 4 Building the Report.html

    • 10 - BONUS LESSON
  • 001 BONUS LESSON.html
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