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Power BI Essentials: Data Transformation & Modeling with DAX · LearnSpace
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Power BI Essentials: Data Transformation & Modeling with DAX

Курс от Edureka
Начальный≈ 12 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course equips business professionals, Power BI developers, and aspiring data strategists with the essential skills to transform raw data into actionable business intelligence using Power BI. You’ll begin by exploring the principles of data-driven decision-making — understanding how modern organizations harness analytics to inform strategy, optimize operations, and drive innovation. Through real-world examples, you’ll examine how Business Intelligence (BI) has evolved into a critical enabler of organizational agility and competitive advantage. Building on this foundation, the course introduces you to the Power BI ecosystem from its architecture and workflow to its integration within the Microsoft data landscape. You’ll learn to differentiate between traditional and modern BI tools, navigate Power BI Desktop and Service environments, and compare various versions and deployment models. Practical sessions guide you through installation, interface exploration, and connecting Power BI to diverse data sources. As you progress, you’ll master the end-to-end process of data preparation, transformation, and modeling. Using Power Query Editor, you’ll learn to clean, shape, and profile datasets for accuracy and quality. You’ll then design robust semantic data models by applying schema principles, managing relationships, and optimizing model performance for speed and scalability. These hands-on skills build the foundation for intelligent data storytelling and dashboard creation in later stages of your Power BI journey. The course culminates in a comprehensive introduction to Data Analysis Expressions (DAX), the powerful formula language that drives analytics in Power BI. You’ll develop fluency in writing DAX functions, creating calculated columns and measures, and understanding evaluation contexts. Advanced lessons introduce you to performance optimization and best practices for crafting efficient DAX expressions, preparing you to analyze data dynamically and with precision. By the end of this course, you will be able to: - Explain the strategic importance of BI in enterprise data ecosystems. - Differentiate between Power BI Desktop, Service, and other BI platforms for appropriate architectural design. - Apply data transformation and integration techniques using Power Query Editor. - Design and optimize relational and semantic data models using schema design principles. - Develop efficient DAX formulas, calculated columns, and measures to enable advanced analytics. - Evaluate model performance and implement best practices for scalable Power BI solutions. This course is ideal for Power BI developers, BI architects, data engineers, and analytics professionals who aim to master the technical and architectural aspects of Power BI implementation. It bridges analytical design with engineering precision, preparing learners to architect data solutions that are reliable, scalable, and insight-driven. Join us to master the foundations of Power BI, where data meets intelligence to empower better, faster, and smarter business decisions.

Навыки, которые вы освоите

Data Analysis Expressions (DAX)Data TransformationPower BIBusiness IntelligenceData ModelingData AnalysisBusiness Intelligence SoftwareRelationship ManagementData QualityProcess Improvement and OptimizationData-Driven Decision-MakingData IntegrationData CleansingData GovernancePower Platform Architecture & Technical DesignExtract, Transform, LoadData StrategyData StorytellingSnowflake SchemaData Management

Программа курса

4 модулей · 91 учебных материалов

01Getting Started with Power BI27 материалов

The Power of Data-Driven Decision Making

Specialization IntroductionВидеоCourse IntroductionВидеоWelcome to Power BI Essentials: Data Transformation and Modeling with DAXЧтениеWhat Do You Know About Microsoft Power BI?DIALOGUE

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Edureka

Преподаватель курса

Power BI Essentials: Data Transformation & Modeling with DAX
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Обучение на Coursera

≈ 12 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Introduction to Business IntelligenceВидео
The Evolution of Business IntelligenceЧтение
The Role of Data in Business IntelligenceВидео
Data-Driven Decision Making in Modern BusinessesЧтение
The Rise of Self-Service Business Intelligence (SSBI)Видео
Practice Quiz: The Power of Data-Driven Decision MakingЗадание

Power BI Foundations

Introduction to Power BIВидеоPower BI in the Microsoft Data EcosystemЧтениеTraditional BI vs. Modern BI ToolsВидеоTransforming Industry Insights with Power BIЧтениеPower BI Architecture and WorkflowВидеоPower BI Ecosystem OverviewВидеоCore Components of Power BIВидеоPower BI in Action: A Real-World Case StudyЧтениеPractice Quiz: Power BI FoundationsЗадание

Power BI Environment and Version Comparison

Power BI Desktop vs. Power BI ServiceВидеоPower BI Version ComparisonВидеоPower BI Product Tiers and Use CasesЧтениеDemonstration: Power BI Desktop InstallationВидеоDemonstration: Exploring the Power BI Desktop InterfaceВидеоPractice Quiz: Power BI Environment and Version ComparisonЗадание

Module Wrap-Up and Assessment

Module Summary: Getting Started with Power BIЧтениеKnowledge Check: Getting Started with Power BIЗадание
02Data Preparation, Transformation, and Modeling 26 материалов

Connecting and Loading Data

Demonstration: Exploring Diverse Power BI Data SourcesВидеоData Connectivity ModesВидеоChoosing the Right Data Connectivity ModeЧтениеViews in Power BI DesktopВидеоManaging Data Sources and Refresh StrategiesВидеоOverview of Data Loading in Power BIЧтениеPractice Quiz: Connecting and Loading DataЗадание

Transforming Data with Power Query Editor

Introduction to Power Query EditorВидеоData Shaping TechniquesВидеоDemonstration: Data Cleaning and Transforming using Power Query EditorВидеоDemonstration: Creating Dynamic Queries with ParametersВидеоAdvanced Editor and M Code FundamentalsВидеоDemonstration: Data Profiling for Quality AssuranceВидео

Building and Optimizing Data Models

Introduction to Data ModelingВидеоThe Role of ER Models in Power BI Data ModelingЧтениеStar vs. Snowflake Schema DesignВидеоUnderstanding Relationships and Cardinality in Power BIЧтениеExploring Cross-Filter Directions and Relationship Properties ВидеоActive and Inactive Relationships in Power BIЧтение

Module Wrap-Up and Assessment

Module Summary: Data Preparation, Transformation, and Modeling ЧтениеKnowledge Check: Data Preparation, Transformation, and Modeling Задание
03DAX Deep Dive: The Language of Power BI32 материалов

Introduction to DAX

Introduction to Data Analysis Expressions (DAX)ВидеоRole of DAX in Data ModelingВидеоDAX Syntax and Structure DemystifiedВидеоData Types in DAXВидеоManaging Data Types Effectively in DAXЧтениеCore DAX Calculation TypesВидеоData Visualization: Transforming Analysis into InsightЧтениеDemonstration: Creating Simple Calculated Columns and Measures Using DAXВидеоPractice Quiz: Introduction to DAXЗадание

Mastering DAX Functions

Essential DAX Functions for Every DeveloperВидеоMechanics of DAX Filtering and AggregationЧтениеDemonstration: Applying Aggregation and Filter Functions in Power BIВидеоLogical and Text Functions in DAXВидеоCrafting Conditional Logic and Text Operations in DAXЧтениеDemonstration: Building Conditional Logic and Text Manipulations Using DAXВидео

Advanced DAX: Context and Performance

Working with DAX Tables and Applying FiltersВидеоDemystifying Filter Context and Row ContextВидеоDemonstration: Exploring DAX Tables and Filter Logic ВидеоBoost Your Analytics: Mastering Visual Calculations ЧтениеDemonstration: Creating Basic Visualizations Using DAX TablesВидеоAdvanced DAX Evaluation ContextЧтение

Module Wrap-Up and Assessment

Module Summary: DAX Deep Dive: The Language of Power BIЧтениеKnowledge Check: DAX Deep Dive: The Language of Power BIЗадание
04Course Wrap-Up and Assessment6 материалов

Course Conclusion

Final Checkpoint: Mastering the Power of Business IntelligenceDIALOGUEPractice Project: Employee Data Preparation and AnalysisЧтениеEnd Course Knowledge Check: Power BI Essentials: Data Transformation and Modeling with DAXЗаданиеApplying Power BI for Strategic Decision-MakingЗаданиеCourse SummaryВидеоDescribe your journeyОбсуждение
Data Cleaning and Transformation Best PracticesЧтение
Practice Quiz: Transforming Data with Power Query EditorЗадание
Model Optimization and Performance TuningВидео
Designing Effective Relationships and Schema StructuresЧтение
Practice Quiz: Building and Optimizing Data ModelsЗадание
Time Intelligence FunctionsВидео
Working with Date and Time Intelligence in DAXЧтение
Demonstration: Analyzing Trends with Time Intelligence Functions in Power BIВидео
Information Functions in DAXЧтение
DAX Operators and Their ApplicationsЧтение
Practice Quiz: Mastering DAX Functions and LogicЗадание
DAX Performance Optimization TechniquesВидео
Best Practices for Writing Efficient DAX FormulasВидео
Practice Quiz: Advanced DAX: Context and PerformanceЗадание