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Optimize, Evaluate, and Forecast Your Cloud Spend · LearnSpace
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courseraIT и технологии

Optimize, Evaluate, and Forecast Your Cloud Spend

Курс от Coursera
Средний≈ 2.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Are you spending 30% more than necessary on cloud infrastructure? This Short Course was created to help ML and AI professionals accomplish strategic cloud cost optimization through data-driven analysis and predictive modeling. By completing this course, you'll be able to identify resource waste through systematic allocation versus utilization analysis, make informed decisions on cloud pricing strategies that reduce operational expenditure, and build sophisticated forecasting models that enable proactive budget planning and financial governance. By the end of this course, you will be able to: • Analyze resource allocation versus utilization to identify optimization opportunities • Evaluate cloud pricing strategies to reduce operational expenditure • Create a cost forecasting model using historical usage and planned project data This course is unique because it combines technical infrastructure analysis with financial modeling expertise, providing hands-on experience with enterprise-grade cost optimization tools and real-world scenarios that mirror actual cloud operations challenges. To be successful in this project, you should have a background in cloud infrastructure management and basic data analytics experience.

Навыки, которые вы освоите

Resource UtilizationCost EstimationResource AllocationForecastingPredictive AnalyticsGap AnalysisOperating CostCloud PlatformsCost ManagementCost Benefit AnalysisFinancial ManagementFinancial ModelingFiscal ManagementCloud TechnologiesBudget ManagementPerformance AnalysisPredictive ModelingCost Control

Программа курса

3 модулей · 18 учебных материалов

01Module 1: Resource Allocation Analysis5 материалов
Why Resource Allocation Analysis Transforms Cloud OperationsВидеоFoundations of Resource Allocation Analysis for Cloud OptimizationЧтениеStrategic Resource Optimization Decision-MakingDIALOGUECluster Auto-scaling Performance Analysis

Учитесь у экспертов

Professionals in the Industry

Преподаватель курса

Optimize, Evaluate, and Forecast Your Cloud Spend
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 2.6 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Задание
Resource Allocation Analysis Knowledge CheckЗадание
02Module 2: Cloud Pricing Strategy Evaluation7 материалов
Strategic Cloud Pricing Decisions That Transform AI OperationsВидеоEvaluate cloud pricing strategies to reduce operational expenditureЧтениеReserved vs Spot vs On-Demand: A Strategic ComparisonВидеоCost-Benefit Analysis for Multi-Cloud Pricing OptimizationЧтениеTranslating Pricing Analysis Into Strategic Business DecisionsDIALOGUEGPU Fleet Pricing Strategy DevelopmentЗаданиеCloud Pricing Strategy Evaluation Knowledge CheckЗадание
03Module 3: Cost Forecasting Model Creation6 материалов
Advanced Cost Forecasting Models for Strategic Financial PlanningDIALOGUEEssential Components of Infrastructure Cost Forecasting ModelsВидеоAdvanced Forecasting Techniques for Cloud Infrastructure PlanningЧтениеRolling Forecast Model Development for Strategic PlanningЗаданиеCost Forecasting Model Development Knowledge CheckЗаданиеStrategic Cloud Cost Optimization Mastery AssessmentЗадание