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Power BI Connectivity, AI Integration & Reporting · LearnSpace
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Power BI Connectivity, AI Integration & Reporting

Курс от Edureka
Продвинутый≈ 10.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course elevates Power BI from a reporting tool into a true enterprise analytics engine. You’ll learn how to harness Python, Generative AI, Microsoft Fabric, and hybrid data architectures to design automated, intelligent, and scalable BI experiences that meet modern business demands. You’ll begin by unlocking the full potential of Python inside Power BI. Instead of relying solely on built-in transformations, you’ll integrate Python for advanced cleaning, modeling, and visualizations, giving you the flexibility to handle complex data scenarios and create richer analytical outputs. Next, you’ll explore how AI reshapes business intelligence. Through Power BI’s AI visuals, Copilot, natural language insights, anomaly detection, and decomposition models, you’ll discover how AI enhances pattern recognition and accelerates insight generation. You’ll also learn how to apply responsible AI principles and prepare data models for reliable, ethical use across the organization. You’ll work across the Microsoft Fabric ecosystem to build hybrid architectures using OneLake, Dataflows, and gateways, and then apply these capabilities in Power BI Report Server to create paginated reports, enforce RLS, and deliver secure, compliant on-premise reporting. By the end of this course, you will be able to: - Identify how Python enhances data preparation, modeling, and visualization inside Power BI. - Analyze AI-driven visuals, Copilot interactions, natural language insights, and predictive outputs to uncover deeper patterns. - Integrate Power BI with cloud, on-prem, and hybrid data systems through Fabric, Dataflows, and enterprise gateways. - Implement secure, governed reporting environments using Power BI Report Server and enterprise security practices. - Design end-to-end, scalable BI solutions that combine analytics, AI, data engineering, and compliant deployment workflows. Designed for BI developers, Power BI specialists, data engineers, Generative AI developers, analytics architects, and enterprise reporting professionals, this course equips you with the technical depth and architectural mindset required to build the next generation of AI-enhanced, enterprise-ready Power BI solutions. Step in, elevate your expertise, and learn how to engineer BI systems that are intelligent, scalable, and ready for the future of AI analytics.

Навыки, которые вы освоите

Microsoft CopilotPower BIData TransformationPython ProgrammingData EthicsContinuous DeploymentBusiness ReportingPower Platform Architecture & Technical DesignAI PersonalizationData LakesPandas (Python Package)Artificial Intelligence and Machine Learning (AI/ML)Predictive ModelingData WranglingMatplotlibResponsible AIData VisualizationData GovernanceR ProgrammingGenerative AI

Программа курса

4 модулей · 78 учебных материалов

01Supercharge Analytics with Python in Power BI21 материалов

Python Setup and Integration in Power BI

Specialization IntroductionВидеоCourse IntroductionВидеоWelcome to Power BI Connectivity, AI Integration & ReportingЧтениеHow Do Connectivity and AI Unite to Shape Smarter Analytics?DIALOGUE

Учитесь у экспертов

Edureka

Преподаватель курса

Power BI Connectivity, AI Integration & Reporting
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Обучение на Coursera

≈ 10.4 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Overview of Python Language in BIВидео
Python Installation and System Path ConfigurationЧтение
Setting Up Python Environment in Power BIВидео
Executing Python Scripts for Data IngestionВидео
Python Script Execution GuidelinesЧтение
Knowledge Check: Python Setup and Integration in Power BIЗадание

Python-Powered Data Preparation

Applying Python-Based Data Cleaning TechniquesВидеоElevating Data Transformation Through PythonВидеоBest Practices for Using Python Scripts in Power BIЧтениеKnowledge Check: Python-Powered Data PreparationЗадание

Python Visuals and Predictive Modeling

Creating Data Visualizations with PythonВидеоRisk Management and Compliance for Python ExecutionЧтениеPredictive Modeling with Python: Simple Linear RegressionВидеоR Integration in Power BI: Enhancing Statistical and Visual CapabilitiesЧтениеKnowledge Check: Python Visuals and Predictive ModelingЗадание

Module Wrap-Up and Assessment

Module Summary: Supercharge Analytics with Python in Power BIЧтениеKnowledge Check: Supercharge Analytics with Python in Power BIЗадание
02Generative AI Integration with Power BI24 материалов

AI in Business Intelligence

AI Fundamentals for Business IntelligenceВидеоArtificial Intelligence in Power BIВидеоExploring the Benefits of AI-Enhanced AnalyticsВидеоIntelligent Analytics with Power BI: The Impact of AI IntegrationЧтениеKnowledge Check: AI in Business IntelligenceЗадание

Power BI's AI Visuals in Action

Overview of AI VisualsВидеоExploring Patterns Using Key Influencers Visual - IВидеоExploring Patterns Using Key Influencers Visual - IIВидеоCreating Automated Storytelling with Smart NarrativesВидеоRoot Cause Analysis Using the Decomposition Tree VisualВидеоAI and Natural Language Insights in Power BIЧтениеDetecting Outliers and AnomaliesВидеоData Readiness and Model Design for AI VisualsЧтениеKnowledge Check: Power BI's AI Visuals in ActionЗадание

Unleashing Generative AI in Modern BI with Copilot

Introduction to Generative AIВидеоCopilot: Prep Your Data for AIВидеоPrompt Engineering for Power BI CopilotЧтениеAccelerating Power BI Reporting with CopilotВидеоPower BI Model Context Protocol (MCP) serversВидеоAgentic AI in Power BI: A New Era of BIЧтение

Module Wrap-Up and Assessment

Module Summary: Generative AI Integration with Power BIЧтениеKnowledge Check: Generative AI Integration with Power BIЗадание
03The Data Frontier: Hybrid Architectures in Microsoft Fabric27 материалов

Mastering Data Connectivity and Dataflows

Mastering Connectivity Modes in Power BIВидеоSQL Server Installation and SSMS ConfigurationЧтениеConnecting Power BI to SQL ServerВидеоEnterprise Cloud Data Connectivity with Power BIВидеоPower BI REST API Automation and Web ConnectivityЧтениеIntroduction to Power BI DataflowsВидеоCreating and Managing DataflowsВидеоBuilding a Connected Analytics Environment with Power BIЧтениеKnowledge Check: Mastering Data Connectivity and DataflowsЗадание

The Microsoft Fabric Ecosystem

Introduction to Microsoft FabricВидеоExploring the Microsoft Fabric InterfaceВидеоUnlocking Power BI in Microsoft Fabric WorkloadsВидеоOperationalizing Power BI: Governance, CI/CD, Automation & Cost Efficiency in FabricЧтениеLeveraging OneLake Data Catalog and DataverseВидеоA Unified Approach to Predictive Analytics: AutoML in Fabric and Power BIЧтение

End-to-End Reporting on Power BI Report Server

Introduction to Power BI Report ServerВидеоPower BI Report Server: Configuration and Enterprise Interface OverviewЧтениеExploring the Web Portal and Paginated ReportsВидеоPower BI Report Builder: End-to-End WorkflowВидеоCreating and Publishing Paginated Reports to Report ServerВидеоDesigning and Formatting Paginated Reports in Power BI Report BuilderЧтение

Module Wrap-Up and Assessment

Module Summary: The Data Frontier: Hybrid Architectures in Microsoft FabricЧтениеKnowledge Check: The Data Frontier: Hybrid Architectures in Microsoft FabricЗадание
04Course Wrap-Up and Assessment6 материалов

Course Conclusion

Looking Ahead: Building Your Future in AI-Driven & Enterprise Power BIDIALOGUEPractice Project: Student Performance Analytics for EduVisionЧтениеEnd Course Knowledge Check: Power BI Connectivity, AI Integration & ReportingЗаданиеBuilding an Enterprise-Ready Power BI AnalyticsЗаданиеCourse SummaryВидеоDescribe your journeyОбсуждение
Ethical and Responsible Use of AIВидео
Knowledge Check: Unleashing Generative AI in Modern BI with CopilotЗадание
Knowledge Check: The Microsoft Fabric EcosystemЗадание
Setting Up and Testing Row-Level SecurityВидео
Power BI Report Server: Capabilities, Automation, and IntegrationЧтение
Knowledge Check: End-to-End Reporting on Power BI Report ServerЗадание