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Transform Data: SQL Window Functions · LearnSpace
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Transform Data: SQL Window Functions

Курс от Coursera
Продвинутый≈ 2.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master the advanced SQL techniques that separate proficient data engineers from the experts. This course transforms your ability to reshape complex data structures and compute sophisticated analytical metrics that power enterprise data pipelines. This Short Course was created to help data management and engineering professionals accomplish seamless data transformation and advanced analytical computations. By completing this course, you'll be able to confidently normalize wide-format data structures, implement complex window functions for time-series analysis, and optimize data pipeline performance across major cloud platforms including Azure Synapse, SQL Server, Teradata, and Snowflake. By the end of this course, you will be able to: Analyze the transformation of pivoted data into a normalized format and its associated trade-offs Apply SQL window functions to compute rolling and rank-based metrics This course is unique because it bridges the gap between basic SQL operations and enterprise-grade data transformation techniques, providing hands-on experience with real-world scenarios that mirror production data engineering challenges. To be successful in this project, you should have a background in intermediate SQL, experience with data warehousing concepts, and familiarity with at least one enterprise database platform.

Навыки, которые вы освоите

Data TransformationTime Series Analysis and ForecastingSQLData PipelinesData ManipulationPerformance TuningData WranglingAzure Synapse AnalyticsMicrosoft SQL ServersAdvanced Analytics

Программа курса

2 модулей · 15 учебных материалов

01Module 1: Data Normalization with UNPIVOT - Foundation7 материалов
Why Data Normalization Through UNPIVOT Transforms Enterprise AnalyticsВидеоUnderstanding UNPIVOT Operations and Data Structure Trade-offsВидеоUNPIVOT Syntax Patterns and Implementation StrategiesЧтениеPlatform Optimization Strategies for UNPIVOT OperationsDIALOGUE

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Преподаватель курса

Transform Data: SQL Window Functions
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 2.2 ч

2 модулей

Язык: Английский

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

Часть программы вашего университета
Implementing UNPIVOT Operations in SQL Server Management StudioВидео
Transforming Wide Sales Data with UNPIVOT OperationsЧтение
UNPIVOT Operations and Data Transformation Trade-offs AssessmentЗадание
02Module 2: Window Functions for Rolling Metrics - Core Application8 материалов
How Window Functions Transform Time-Series AnalyticsВидеоMastering Window Function Syntax and PARTITION BY LogicВидеоAdvanced Window Function Patterns for Enterprise AnalyticsЧтениеEnterprise Window Function Performance and Platform OptimizationDIALOGUEBuilding Rolling Metrics with Window Functions in Azure Synapse AnalyticsВидеоImplement 7-Day Rolling Session Metrics for Enterprise DashboardЗаданиеAdvanced Window Functions and Rolling Metrics Mastery CheckЗаданиеComprehensive SQL Window Functions and Data Transformation Mastery AssessmentЗадание