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Deploy Decision Platforms in Real-Time · LearnSpace
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Deploy Decision Platforms in Real-Time

Курс от Coursera
Средний≈ 3.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Transform your organization's decision-making speed with real-time AI platforms. This Short Course was created to help data professionals accomplish enterprise-grade decision automation that delivers insights within seconds, not hours. By completing this course, you'll be able to configure high-performance alerting systems, evaluate platforms against business criteria, and build streaming pipelines that trigger automated decisions. You'll master the critical skills needed to ensure your decision intelligence systems meet strict SLA requirements while maintaining scalability and governance standards. By the end of this course, you will be able to: configure alerting rules with sub-60-second latency, evaluate platforms using structured scorecards, implement Kafka-Spark decision pipelines, and validate performance under load. This course is unique because it combines hands-on platform configuration with real-world performance validation techniques used by leading enterprises. To be successful in this project, you should have a background in streaming technologies and data platform management.

Навыки, которые вы освоите

Performance TestingScalabilityPerformance Stress TestingService LevelReal Time DataApache KafkaSystem MonitoringData-Driven Decision-MakingVerification And ValidationData PipelinesApache SparkUsabilityDecision Intelligence

Программа курса

4 модулей · 21 учебных материалов

01Module 1: Alerting Configuration & Latency Validation - Foundation5 материалов
The Critical Seconds That Define SuccessDIALOGUEReal-Time Decision Platform Architecture FundamentalsЧтениеConfiguring Sub-60-Second Alerting RulesВидеоEnd-to-End Latency Validation Challenge

Учитесь у экспертов

Professionals in the Industry

Преподаватель курса

Deploy Decision Platforms in Real-Time
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Обучение на Coursera

≈ 3.7 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Лабораторная
Alerting Configuration & Latency Validation AssessmentЗадание
02Module 2: Platform Evaluation & Scorecards - Core Application5 материалов
The Million-Dollar Platform DecisionВидеоPlatform Evaluation Framework EssentialsВидеоBuilding Compelling Platform ScorecardsDIALOGUEExecutive Platform Scorecard DevelopmentЛабораторнаяPlatform Evaluation & Scorecards AssessmentЗадание
03Module 3: Kafka-Spark Pipeline Implementation - Integration5 материалов
The Power of Automated Decision TriggersDIALOGUEPodcast : Kafka-Spark Architecture for Decision AutomationЧтениеBuilding Your First Kafka-Spark Decision PipelineВидеоProduction-Ready Decision Pipeline ImplementationЗаданиеKafka-Spark Pipeline Implementation AssessmentЗадание
04Module 4: Load Testing & SLA compliance for Real Time Decision Platforms6 материалов
When Load Testing Saves MillionsВидеоLoad Testing Methodologies for Decision PlatformsЧтениеComprehensive Load Testing Setup and ExecutionВидеоOptimizing Performance Under LoadDIALOGUELoad Testing & SLA Compliance AssessmentЗаданиеDeploy Decision Platforms in Real-Time - Course AssessmentЗадание