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Safe SQL Data Manipulation · LearnSpace
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Safe SQL Data Manipulation

Курс от Coursera
Продвинутый≈ 3.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Transform your data engineering capabilities with enterprise-grade SQL techniques that ensure data integrity at scale. This course empowers data professionals to execute complex bulk modifications safely, detect subtle data changes through advanced sampling techniques, and build bulletproof data pipelines with versioned updates. By completing this course, you'll master sophisticated SQL patterns used by senior data engineers at leading technology companies. You'll gain confidence in performing large-scale data operations while maintaining complete audit trails and data lineage. By the end of this course, you will be able to: • Execute controlled bulk data modifications with advanced SQL • Implement cryptographic hash-based data validation • Build idempotent, versioned data update systems This course is unique because it combines advanced SQL techniques with real-world data engineering practices, focusing on safety, auditability, and scalability in production environments. To be successful in this course, you should have solid SQL experience and understanding of database fundamentals.

Навыки, которые вы освоите

Data IntegrityData PipelinesData ManipulationAnomaly DetectionCryptographyReconciliationRecord KeepingData MigrationData ValidationScalabilityData TransformationTransaction ProcessingSQLSampling (Statistics)Scripting

Программа курса

3 модулей · 20 учебных материалов

01Module 1: Advanced SQL Techniques for Bulk Data Modifications7 материалов
Why Safe, Auditable Data Manipulation Is a Core Engineering Skill DIALOGUEWhy Advanced SQL Techniques Matter in Production Data EngineeringВидеоEnterprise SQL Patterns: CTEs, Transaction Control, and Audit DesignЧтениеAdvanced SQL Implementation: Building Production-Ready Bulk OperationsВидео

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Professionals in the Industry

Преподаватель курса

Safe SQL Data Manipulation
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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.4 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Step-by-Step: Building Advanced SQL Bulk Operations with Full Audit TrailВидео
Enterprise Bulk Data Operations with Advanced SQLЛабораторная
Advanced SQL Techniques Knowledge CheckЗадание
02Module 2: Analyze Sampled Data Hashes to Identify Data Drift6 материалов
When Silent Data Changes Cost Millions: The Hidden Threat of Undetected DriftВидеоCryptographic Hash-Based Data Validation: Theory and Enterprise ApplicationsЧтениеImplementing Hash-Based Data Drift Detection: Practical Patterns for Enterprise SystemsВидеоBuilding Hash-Based Data Validation Systems in SQLВидеоOptimizing Hash-Based Validation for Production ScaleDIALOGUEHash-Based Data Drift Detection Knowledge CheckЗадание
03Module 3: Create Idempotent Scripts for Versioned, Append-Only Data Updates7 материалов
When Data Updates Go Wrong: The Million-Dollar Cost of Non-Idempotent ScriptsВидеоIdempotent Design Patterns: Versioning and Append-Only Data ArchitectureЧтениеBuilding Idempotent Data Update Scripts: Implementation Patterns and Best PracticesВидеоStep-by-Step: Building Production-Ready Idempotent Data ScriptsВидеоScaling Idempotent Scripts for Enterprise Data VolumesDIALOGUEIdempotent Script Design Knowledge CheckЗаданиеComprehensive Assessment - Idempotent Scripts and Versioned Data UpdatesЗадание