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Orchestrating Data Pipelines and Advanced Data Strategies · LearnSpace
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courseraIT и технологии

Orchestrating Data Pipelines and Advanced Data Strategies

Курс от Packt
Средний≈ 9.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Dive deep into modern data engineering with this comprehensive course that equips learners with practical skills in orchestrating complex data workflows and implementing advanced data strategies on AWS. You’ll gain hands-on experience with tools like AWS Step Functions, DMS, DataSync, and QuickSight to visualize, migrate, and manage data efficiently. The journey begins with mastering data visualization through Amazon QuickSight, where you’ll connect data sources and build dashboards. You'll then explore the core of the course—automating and orchestrating data pipelines using AWS tools like Glue Workflows and Step Functions, complete with real-world integrations and advanced capabilities. Next, you'll tackle large-scale data migrations, learning how to move data across platforms using AWS DMS, DataSync, and Transfer Family services. Finally, you'll go beyond standard analytics with services like Lambda, S3, RDS, EC2, and DynamoDB, enhancing your understanding of scalable cloud data architectures. This course is ideal for cloud engineers, data engineers, and IT professionals aiming to sharpen their AWS data skills. A basic understanding of AWS and data concepts is recommended. The difficulty level is Intermediate. By the end of the course, you will be able to orchestrate complex data workflows, migrate data across systems, implement cost-efficient storage strategies, and leverage serverless and cloud-native services to optimize data pipelines.

Навыки, которые вы освоите

Data Visualization SoftwareDashboard CreationReal Time DataData ValidationData IntegrationInteractive Data VisualizationCloud EngineeringData StrategyCloud Computing ArchitectureData Import/ExportCloud StorageAmazon Elastic Compute CloudData Storage

Программа курса

5 модулей · 53 учебных материалов

01Visualize Your Data Using Amazon QuickSight7 материалов

Visualize Your Data Using Amazon QuickSight

Introduction to the Course 'Orchestrating Data Pipelines and Advanced Data Strategies'ЧтениеData VisualizationВидеоGetting StartedВидеоIntegration with Amazon AthenaВидео

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Packt - Course Instructors

Преподаватель курса

Orchestrating Data Pipelines and Advanced Data Strategies
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Обучение на Coursera

≈ 9.5 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Full Specialization ResourceЧтение
Understanding Data Visualization with Amazon QuickSightDIALOGUE
Visualize Your Data Using Amazon QuickSight - AssessmentЗадание
02Orchestrating Your Data Pipeline9 материалов

Orchestrating Your Data Pipeline

Orchestrating Your Data PipelineВидеоWhich One to Choose?ВидеоAmazon AppFlowВидеоAWS Data ExchangeВидеоAWS Step Functions: Part 1ВидеоAWS Step Functions: Part 2ВидеоAWS Step Functions: Part 3ВидеоBuilding and Understanding Data Pipeline Orchestration with AWS ServicesDIALOGUEOrchestrating Your Data Pipeline - AssessmentЗадание
03Data Migration Services in AWS13 материалов

Data Migration Services in AWS

A Note Before You ProceedВидеоMigrating Your Databases to AWSВидеоAWS DMS: Part 1ВидеоAWS DMS: Part 2ВидеоAWS DMS: Part 3ВидеоMigrating Your Data to AWSВидеоAWS DataSync: Part 1ВидеоAWS DataSync: Part 2ВидеоAWS Transfer Family: Part 1ВидеоAWS Transfer Family: Part 2ВидеоAWS Snow FamilyВидеоUsing AWS Transfer Family for Secure File TransfersDIALOGUEData Migration Services in AWS - AssessmentЗадание
04Going Beyond AWS Analytics Services20 материалов

Going Beyond AWS Analytics Services

A Note Before You ProceedВидеоAWS Lambda: Important FeaturesВидеоAWS Lambda: ConcurrencyВидеоAWS Lambda: LayersВидеоAWS Lambda: VPC ConnectivityВидеоAWS Lambda: PermissionsВидеоAmazon S3: EncryptionВидеоAmazon S3: Glacier Storage TiersВидеоAmazon S3: Events NotificationВидеоAmazon S3: Lifecycle PoliciesВидеоAmazon S3: Intelligent TierВидеоAmazon S3: SelectВидеоAmazon S3: Object LambdaВидеоAmazon EC2: EBS VolumesВидеоAmazon RDS: Performance InsightsВидеоAmazon DynamoDB: StreamsВидеоAmazon DynamoDB: Global TablesВидеоAmazon DynamoDB: Auto ScalingВидеоUnderstanding and Managing AWS S3 Storage Classes, Lifecycle Policies, and FeaturesDIALOGUEGoing Beyond AWS Analytics Services - AssessmentЗадание
05Final Note4 материалов

Final Note

Final NoteВидеоConclusion to the Course 'Orchestrating Data Pipelines and Advanced Data Strategies'ЧтениеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание