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Scale Data Warehouses Cost-Effectively
Coursera
Course
Unknown

Scale Data Warehouses Cost-Effectively

Coursera

Learn to reduce data warehousing costs while improving performance via multi-cluster architectures, cost analysis, and automated data pipelines preserving historical information.

Unknown3 weeksEnglish

About this Course

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

What You'll Learn

  • Maintain historical data integrity with slowly changing dimensions
  • Analyze data lifecycles to optimize storage costs
  • Design multi-cluster architectures to isolate workloads
  • Implement governance with automated resource management and monitoring

Prerequisites

  • Prior hands-on experience with core concepts
  • Comfort applying main tools or methods independently

Instructors

H

Hurix Digital

Topics

Data Analysis
Data Science
Business Essentials
Business
Expense Management
Extract, Transform, Load
Data Manipulation
Cost Reduction
Cost Control
Cost Management

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
أساسيات الأعمال
الأعمال
إدارة المصروفات
استخلاص وتحويل وتحميل البيانات
تلاعب البيانات
تخفيض التكاليف
Cost Control
Cost Management

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