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Design & Optimize SQL Database Schemas · LearnSpace
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Design & Optimize SQL Database Schemas

Курс от Coursera
Продвинутый≈ 3.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Most database schemas start simple, but as data grows and queries become complex, performance bottlenecks emerge. What separates skilled data engineers from the rest is the ability to architect schemas that scale. This Short Course was created to help data engineers and database professionals accomplish advanced schema design and optimization that directly impacts query performance and system scalability. By completing this course, you'll be able to implement DDL partitioning and clustering strategies, make informed decisions about when to denormalize for performance gains, and create professional ER diagrams that communicate complex data relationships. These are the exact skills you'll use to optimize slow-running queries and design schemas that handle enterprise-scale workloads. By the end of this course, you will be able to: - Apply partitioning and clustering strategies using SQL Data Definition Language (DDL) - Analyze the trade-off between database normalization and query performance to propose schema refactoring - Create Entity-Relationship diagrams to model and document data structures This course is unique because it combines hands-on DDL implementation with strategic schema design decisions that directly address real-world performance challenges. To be successful in this project, you should have a solid foundation in SQL querying, basic database design principles, and experience working with relational databases.

Навыки, которые вы освоите

Database DesignSQLDatabase ManagementData ModelingDatabase Architecture and AdministrationQuery LanguagesDatabase Development

Программа курса

3 модулей · 20 учебных материалов

01Module 1: Apply Partitioning and Clustering Strategies6 материалов
Why Database Performance Hits a Wall at ScaleВидеоPartitioning and Clustering Fundamentals for Performance OptimizationВидеоDDL Syntax and Implementation Patterns for Partitioning and ClusteringЧтениеImplementing Range Partitioning Step-by-StepDIALOGUE

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Преподаватель курса

Design & Optimize SQL Database Schemas
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 3.3 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Design and Implement a Partitioned Data Warehouse TableЗадание
Partitioning and Clustering Strategy AssessmentЗадание
02Module 2: Analyze Normalization vs Performance Trade-offs6 материалов
When Perfect Normalization Breaks Real-World PerformanceDIALOGUENormalization Forms and Performance Impact AnalysisЧтениеDenormalization Strategies for Analytical WorkloadsВидеоAnalyzing Query Performance Impact of Normalization LevelsВидеоDevelop a Schema Refactoring Proposal with Performance JustificationЗаданиеNormalization vs Performance Trade-off AnalysisЗадание
03Module 3: Create Entity-Relationship Diagrams8 материалов
When Data Models Become Mission-Critical Communication ToolsВидеоER Diagram Components and Advanced Modeling TechniquesЧтениеProfessional ER Diagram Design and Documentation StandardsВидеоBuilding Comprehensive ER Diagrams with Professional ToolsВидеоAnalyzing Complex Entity Relationships and Design Decisions DIALOGUEEnterprise Data Modeling: Creating Comprehensive ER Diagrams for Complex Data StructuresЛабораторнаяER Diagram Design Knowledge CheckЗаданиеComprehensive ER Diagram Design and Documentation Assessment Задание