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Real-Time Intelligence & Semantic Modeling · LearnSpace
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Real-Time Intelligence & Semantic Modeling

Курс от Microsoft
Продвинутый≈ 7.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Deliver live, responsive analytics by combining real-time intelligence with advanced semantic modeling in Microsoft Fabric. This hands-on course guides you through streaming architecture and BI optimization so you can build scalable dashboards that support high-performance decision-making. You’ll write KQL queries with time-series windowing to power real-time dashboards and configure Eventstream to capture and route streaming data to destination sinks. You’ll design Eventhouse table schemas with retention policies to support compliance and performance needs. Moving into semantic modeling with Power BI, you’ll build star-schema models with correct relationships and hierarchies, write optimized DAX measures using iterators and time-intelligence functions, configure calculation groups with dynamic format strings, implement incremental refresh and aggregations, and use Performance Analyzer to resolve report bottlenecks. By the end of this course, you’ll be able to design real-time analytics solutions and production-grade semantic models that deliver fast, governed, and scalable BI experiences.

Навыки, которые вы освоите

Power BIData Analysis Expressions (DAX)Real Time DataStar SchemaPerformance AnalysisTime Series Analysis and ForecastingQuery LanguagesPerformance TuningProcess AnalysisData ArchitectureData AnalysisDashboardDashboard CreationData CaptureBusiness LogicData ModelingBusiness Intelligence

Программа курса

9 модулей · 53 учебных материалов

01KQL Queries for Real-Time Analytics6 материалов
Why KQL for Real-Time DataВидеоKQL Syntax and Time-Series FunctionsВидеоKQL Syntax Quick ReferenceЧтениеHands-on Activity: Create KQL Dashboard QueryЧтение

Учитесь у экспертов

Microsoft

Преподаватель курса

Real-Time Intelligence & Semantic Modeling
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 7.3 ч

9 модулей

Язык: Английский

Часть программы вашего университета
KQL Queries for Real-Time AnalyticsЗадание
Query Time-Series with KQL AssessmentЗадание
02Real-Time Intelligence Overview and Eventstream Configuration5 материалов
What is Real-Time Intelligence?ВидеоWhen Batch Isn't Fast EnoughВидеоEventstream and Real-Time Hub ArchitectureВидеоHands-on Activity: Configure EventstreamЧтениеReal-Time Intelligence Overview and Eventstream ConfigurationЗадание
03Designing Eventhouse Tables with Retention5 материалов
When Lakehouse Isn't Fast EnoughЧтениеDesigning Eventhouse Table Schema, retention and Caching PoliciesВидеоHands-on Activity: Design Eventhouse TableЧтениеDesigning Eventhouse Tables with RetentionЗаданиеStream Data with Eventstream AssessmentЗадание
04Star Schema Design and Field Parameters7 материалов
What are Semantic Models?ВидеоDiscover Why Model Design MattersDIALOGUERelationships, Cardinality, and Filter DirectionВидеоField Parameters for Dynamic AnalysisВидеоHands-on Activity: Build a Star Schema with Field ParametersЧтениеStar Schema Design and Field ParametersЗаданиеBuild Robust Star Schema Semantic Models AssessmentЗадание
05Iterators, Time Intelligence, and DAX Optimization7 материалов
Discover Your DAX Performance ChallengesDIALOGUEIterators, Time Intelligence, and Context TransitionВидеоDAX Optimization PatternsЧтениеHands-on Activity: Optimize a DAX MeasureЗаданиеHands-on Activity: Analyze and Optimize DAXЧтениеIterators, Time Intelligence, and DAX OptimizationЗаданиеOptimize DAX Measures AssessmentЗадание
06Creating Calculation Groups with Dynamic Formats5 материалов
Stop Writing the Same Measure 50 TimesВидеоCalculation Group ArchitectureВидеоHands-on Activity: Create Time Intelligence Calc GroupЧтениеCreating Calculation Groups with Dynamic FormatsЗаданиеReuse Logic with Calc Groups AssessmentЗадание
07Incremental Refresh and Aggregations7 материалов
When Full Refresh Takes 4 HoursВидеоIncremental Refresh ConfigurationВидеоAggregation Tables for Query AccelerationВидеоHands-on Activity: Configure Incremental RefreshЧтениеHands-on Activity: Create Aggregation TableЧтениеIncremental Refresh and AggregationsЗаданиеAccelerate Models w/ Incremental AssessmentЗадание
08Report Performance Analysis and Optimization7 материалов
When Users Give Up After 10 SecondsВидеоPerformance Analyzer and Visual OptimizationВидеоReport Optimization ChecklistЧтениеHands-on Activity: Diagnose and Fix Slow ReportЧтениеHands-on Activity: Report Performance OptimizationЗаданиеReport Performance Analysis and OptimizationЗаданиеSpeed Up Power BI Reports AssessmentЗадание
09Real-Time Dashboard & Semantic Model Project4 материалов
Why This Project MattersЧтениеProject Requirements and Evaluation CriteriaЧтениеProject InstructionsЧтениеReal-Time Dashboard & Semantic Model Document ProjectЗадание