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AWS Data, Integration and Modern Workloads · LearnSpace
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courseraIT и технологии

AWS Data, Integration and Modern Workloads

Курс от Packt
Средний≈ 6.5 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. In this course, you'll dive into AWS's powerful data services and tools for modern workloads. Starting with Amazon RDS, you'll explore how to set up and manage relational databases on AWS. You'll also gain an understanding of advanced AWS database solutions, such as Aurora, DynamoDB, Redshift, and ElastiCache. Each of these services is tailored to different use cases, allowing you to choose the right database solution for your applications. Next, the course covers AWS Route 53 for DNS and domain management, enabling you to ensure high availability and failover capabilities for your websites and services. You will also explore Application Integration Services, including SNS, MQ, SQS, Step Functions, and SWF—all designed to integrate and coordinate your applications and workflows seamlessly. The course also dives into AWS's powerful Analytics tools like Athena, Kinesis, Elasticsearch, Glue, and QuickSight, which help you analyze large datasets, stream real-time data, and create insightful visualizations. You’ll also explore how Machine Learning services such as Rekognition, Polly, Translate, Transcribe, Comprehend, and SageMaker empower developers to build intelligent, scalable applications with advanced capabilities like image recognition, translation, text-to-speech, and NLP. This course is perfect for developers, data engineers, and professionals looking to expand their knowledge of AWS and modern data and machine learning workloads. While no formal prerequisites are required, familiarity with basic cloud computing concepts is beneficial. The course is designed for an intermediate skill level, ideal for those who want to level up their knowledge of AWS data services and machine learning tools. By the end of the course, you will be able to deploy, manage, and integrate databases on AWS, set up and use analytics and machine learning services, and design modern, scalable cloud workloads using AWS tools.

Навыки, которые вы освоите

AWS SageMakerCloud-Based IntegrationRelational DatabasesAmazon Web ServicesAWS KinesisAmazon DynamoDBExtract, Transform, LoadAmazon RedshiftReal Time DataData IntegrityWeb ServicesCloud ApplicationsDatabase Management SystemsDatabase AdministrationData IntegrationData WarehousingDatabasesCloud DeploymentScalabilityMiddleware

Программа курса

5 модулей · 34 учебных материалов

01AWS Database Services9 материалов

AWS Database Services

Introduction to the Course 'AWS Data, Integration and Modern Workloads'ЧтениеIntroduction to Amazon RDSВидеоFull Specialization ResourceЧтениеCreate an RDS Database – LabВидео

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Packt - Course Instructors

Преподаватель курса

AWS Data, Integration and Modern Workloads
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Обучение на Coursera

≈ 6.5 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Amazon Aurora, DynamoDB, Redshift, and ElastiCacheВидео
Database Migration Service (DMS)Видео
Additional Database ServicesВидео
Exploring AWS Database Services: RDS, NoSQL, and MoreDIALOGUE
AWS Database Services - AssessmentЗадание
02Amazon Route 533 материалов

Amazon Route 53

Amazon Route 53 and DNSВидеоExploring AWS Route 53 DNS Routing and Hosted ZonesDIALOGUEAmazon Route 53 - AssessmentЗадание
03Application Integration Services5 материалов

Application Integration Services

Amazon Simple Notification Service (SNS)ВидеоAmazon MQ and Amazon SQSВидеоAWS Step Functions and Amazon SWFВидеоApplying AWS Application Integration Services for High AvailabilityDIALOGUEApplication Integration Services - AssessmentЗадание
04Analytics6 материалов

Analytics

Amazon AthenaВидеоAmazon KinesisВидеоAmazon ElasticsearchВидеоAmazon Glue and QuickSightВидеоExploring AWS Analytics Services: Athena, Kinesis, Elasticsearch, Glue, and QuicksightDIALOGUEAnalytics - AssessmentЗадание
05Machine Learning on AWS11 материалов

Machine Learning on AWS

Amazon RekognitionВидеоAmazon PollyВидеоAmazon TranslateВидеоAmazon TranscribeВидеоAmazon ComprehendВидеоAmazon SageMakerВидеоExploring AWS Machine Learning ServicesDIALOGUEConclusion to the Course 'AWS Data, Integration and Modern Workloads'ЧтениеMachine Learning on AWS - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание