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Scale Data Warehouses Cost-Effectively · LearnSpace
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Scale Data Warehouses Cost-Effectively

Курс от Coursera
Продвинутый≈ 2.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Did you know that organizations can reduce their data warehousing costs by up to 60% while improving performance through strategic architecture decisions and lifecycle management? This Short Course was created to help data engineers and architects accomplish cost-effective scaling of enterprise data warehouses. By completing this course, you'll be able to build automated SCD pipelines that preserve critical historical data, conduct sophisticated cost analysis to optimize storage strategies, and design multi-cluster architectures that eliminate resource contention while controlling expenses. By the end of this course, you will be able to: - Apply techniques to implement data pipelines for managing historical data changes - Analyze storage and compute cost trends to propose data archiving strategies - Create a multi-cluster data warehouse architecture to isolate distinct workloads This course is unique because it combines hands-on technical implementation with financial optimization strategies, giving you both the SQL expertise and business acumen to scale warehouses intelligently. To be successful in this project, you should have a background in SQL, data warehousing concepts, and cloud computing fundamentals.

Навыки, которые вы освоите

Cost ControlCost ReductionDescriptive AnalyticsExpense ManagementCloud Computing ArchitectureCost ManagementData StorageData ManipulationData AnalysisData ArchitectureCost Benefit Analysis

Программа курса

3 модулей · 17 учебных материалов

01Module 1: Implement Data Pipelines for Historical Changes5 материалов
Why Historical Data Pipelines Matter for Enterprise AnalyticsВидеоSCD Type 2 Implementation with MERGE StatementsВидеоDesigning SCD Type 2 Logic for Historical Data ManagementDIALOGUEImplement Complete SCD Type 2 Pipeline for Product Dimensions

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Professionals in the Industry

Преподаватель курса

Scale Data Warehouses Cost-Effectively
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Обучение на Coursera

≈ 2.7 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Задание
SCD Implementation Knowledge CheckЗадание
02Module 2: Analyze Storage and Compute Cost Trends6 материалов
Strategic Cost Analysis for Data Lifecycle ManagementDIALOGUEData Lifecycle Cost Analysis and Storage EconomicsЧтениеCost Trend Analysis Techniques for Data ArchivingВидеоCalculating Storage Costs and ROI for Archiving StrategiesВидеоDevelop Comprehensive Data Archiving Strategy with Cost-Benefit AnalysisЗаданиеCost Analysis and Archiving Strategy Knowledge CheckЗадание
03Module 3: Create Multi-Cluster Warehouse Architecture6 материалов
The Business Case for Multi-Cluster ArchitectureВидеоMulti-Cluster Architecture Design Principles and Implementation PatternsЧтениеDesigning Workload Isolation and Resource Management PoliciesВидеоDesigning Multi-Cluster Data Warehouse Architecture for Workload Isolation DIALOGUEMulti-Cluster Architecture Knowledge CheckЗаданиеMulti-Cluster Architecture Mastery AssessmentЗадание